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ORCIDBernt Schiele
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- affiliation: Max Planck Institute for Informatics, Saarbücken, Germany
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2020 – today
- 2024
[j67]Shaoshuai Shi
, Li Jiang, Dengxin Dai, Bernt Schiele:
MTR++: Multi-Agent Motion Prediction With Symmetric Scene Modeling and Guided Intention Querying. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 3955-3971 (2024)- [j66]Sukrut Rao, Moritz Böhle, Bernt Schiele:
Better Understanding Differences in Attribution Methods via Systematic Evaluations. IEEE Trans. Pattern Anal. Mach. Intell. 46(6): 4090-4101 (2024) - [j65]Moritz Böhle, Navdeeppal Singh, Mario Fritz, Bernt Schiele:
B-Cos Alignment for Inherently Interpretable CNNs and Vision Transformers. IEEE Trans. Pattern Anal. Mach. Intell. 46(6): 4504-4518 (2024) - [j64]Yue Zhao, Yantao Shen, Yuanjun Xiong, Shuo Yang, Wei Xia, Zhuowen Tu, Bernt Schiele, Stefano Soatto:
Elodi: Ensemble Logit Difference Inhibition for Positive-Congruent Training. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 7529-7541 (2024) - [c344]Xinting Hu, Li Jiang, Bernt Schiele:
Training Vision Transformers for Semi-Supervised Semantic Segmentation. CVPR 2024: 4007-4017 - [c343]Li Jiang, Shaoshuai Shi, Bernt Schiele:
Open-Vocabulary 3D Semantic Segmentation with Foundation Models. CVPR 2024: 21284-21294 - [c342]Anna Kukleva, Fadime Sener, Edoardo Remelli, Bugra Tekin, Eric Sauser, Bernt Schiele, Shugao Ma:
X-MIC: Cross-Modal Instance Conditioning for Egocentric Action Generalization. CVPR 2024: 26354-26363 - [c341]Noor Ahmed, Anna Kukleva, Bernt Schiele:
OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning. CVPR 2024: 28762-28771 - [c340]Mattia Segù, Luigi Piccinelli, Siyuan Li, Luc Van Gool, Fisher Yu, Bernt Schiele:
Walker: Self-supervised Multiple Object Tracking by Walking on Temporal Appearance Graphs. ECCV (8) 2024: 1-18 - [c339]Nina Shvetsova, Anna Kukleva, Xudong Hong, Christian Rupprecht, Bernt Schiele, Hilde Kuehne:
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale. ECCV (56) 2024: 1-18 - [c338]Anurag Das, Xinting Hu, Li Jiang, Bernt Schiele:
MTA-CLIP: Language-Guided Semantic Segmentation with Mask-Text Alignment. ECCV (54) 2024: 39-56 - [c337]Haiyang Wang, Hao Tang, Li Jiang, Shaoshuai Shi, Muhammad Ferjad Naeem, Hongsheng Li, Bernt Schiele, Liwei Wang:
GiT: Towards Generalist Vision Transformer Through Universal Language Interface. ECCV (29) 2024: 55-73 - [c336]Sukrut Rao, Sweta Mahajan, Moritz Böhle, Bernt Schiele:
Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. ECCV (77) 2024: 444-461 - [c335]Christopher Wewer, Kevin Raj, Eddy Ilg, Bernt Schiele, Jan Eric Lenssen:
LatentSplat: Autoencoding Variational Gaussians for Fast Generalizable 3D Reconstruction. ECCV (87) 2024: 456-473 - [c334]Max Maria Losch, Mohamed Omran, David Stutz, Mario Fritz, Bernt Schiele:
On Adversarial Training without Perturbing all Examples. ICLR 2024 - [c333]Alaa Anani, Tobias Lorenz, Bernt Schiele, Mario Fritz:
Adaptive Hierarchical Certification for Segmentation using Randomized Smoothing. ICML 2024 - [c332]Yaoyao Liu, Yingying Li, Bernt Schiele, Qianru Sun:
Wakening Past Concepts without Past Data: Class-Incremental Learning from Online Placebos. WACV 2024: 2215-2224 - [i192]Haopeng Li, Andong Deng, Qiuhong Ke, Jun Liu, Hossein Rahmani, Yulan Guo, Bernt Schiele, Chen Chen:
Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports. CoRR abs/2401.01505 (2024) - [i191]Amin Parchami-Araghi, Moritz Böhle, Sukrut Rao, Bernt Schiele:
Good Teachers Explain: Explanation-Enhanced Knowledge Distillation. CoRR abs/2402.03119 (2024) - [i190]Alaa Anani, Tobias Lorenz, Bernt Schiele, Mario Fritz:
Adaptive Hierarchical Certification for Segmentation using Randomized Smoothing. CoRR abs/2402.08400 (2024) - [i189]Haiyang Wang, Hao Tang, Li Jiang, Shaoshuai Shi, Muhammad Ferjad Naeem, Hongsheng Li, Bernt Schiele, Liwei Wang:
GiT: Towards Generalist Vision Transformer through Universal Language Interface. CoRR abs/2403.09394 (2024) - [i188]Christopher Wewer, Kevin Raj, Eddy Ilg, Bernt Schiele, Jan Eric Lenssen:
latentSplat: Autoencoding Variational Gaussians for Fast Generalizable 3D Reconstruction. CoRR abs/2403.16292 (2024) - [i187]Noor Ahmed, Anna Kukleva, Bernt Schiele:
OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning. CoRR abs/2403.18550 (2024) - [i186]Anna Kukleva, Fadime Sener, Edoardo Remelli, Bugra Tekin, Eric Sauser, Bernt Schiele, Shugao Ma:
X-MIC: Cross-Modal Instance Conditioning for Egocentric Action Generalization. CoRR abs/2403.19811 (2024) - [i185]Soumava Paul, Christopher Wewer, Bernt Schiele, Jan Eric Lenssen:
Sp2360: Sparse-view 360 Scene Reconstruction using Cascaded 2D Diffusion Priors. CoRR abs/2405.16517 (2024) - [i184]Yue Fan, Yongqin Xian, Xiaohua Zhai, Alexander Kolesnikov, Muhammad Ferjad Naeem, Bernt Schiele, Federico Tombari:
Toward a Diffusion-Based Generalist for Dense Vision Tasks. CoRR abs/2407.00503 (2024) - [i183]Sukrut Rao, Sweta Mahajan, Moritz Böhle, Bernt Schiele:
Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. CoRR abs/2407.14499 (2024) - [i182]Anurag Das, Xinting Hu, Li Jiang, Bernt Schiele:
MTA-CLIP: Language-Guided Semantic Segmentation with Mask-Text Alignment. CoRR abs/2407.21654 (2024) - [i181]Wolfgang Boettcher, Lukas Hoyer, Ozan Unal, Jan Eric Lenssen, Bernt Schiele:
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets. CoRR abs/2408.12489 (2024) - [i180]Mattia Segù, Luigi Piccinelli, Siyuan Li, Luc Van Gool, Fisher Yu, Bernt Schiele:
Walker: Self-supervised Multiple Object Tracking by Walking on Temporal Appearance Graphs. CoRR abs/2409.17221 (2024) - [i179]Mattia Segù, Luigi Piccinelli, Siyuan Li, Yung-Hsu Yang, Bernt Schiele, Luc Van Gool:
Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking. CoRR abs/2410.01806 (2024) - [i178]Haiyang Wang, Yue Fan, Muhammad Ferjad Naeem, Yongqin Xian, Jan Eric Lenssen, Liwei Wang, Federico Tombari, Bernt Schiele:
TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters. CoRR abs/2410.23168 (2024) - 2023
- [j63]Yue Fan, Anna Kukleva, Dengxin Dai, Bernt Schiele:
Revisiting Consistency Regularization for Semi-Supervised Learning. Int. J. Comput. Vis. 131(3): 626-643 (2023) - [j62]David Stutz, Nandhini Chandramoorthy, Matthias Hein, Bernt Schiele:
Random and Adversarial Bit Error Robustness: Energy-Efficient and Secure DNN Accelerators. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3632-3647 (2023) - [j61]Moritz Böhle, Mario Fritz, Bernt Schiele:
Optimising for Interpretability: Convolutional Dynamic Alignment Networks. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 7625-7638 (2023) - [j60]Jiali Xi, Jianqiang Huang, Shibao Zheng, Qin Zhou, Bernt Schiele, Xian-Sheng Hua, Qianru Sun:
Learning comprehensive global features in person re-identification: Ensuring discriminativeness of more local regions. Pattern Recognit. 134: 109068 (2023) - [j59]Xudong Hong, Asad B. Sayeed, Khushboo Mehra, Vera Demberg, Bernt Schiele:
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences. Trans. Assoc. Comput. Linguistics 11: 565-581 (2023) - [c331]Yaoyao Liu, Yingying Li, Bernt Schiele, Qianru Sun:
Online Hyperparameter Optimization for Class-Incremental Learning. AAAI 2023: 8906-8913 - [c330]Xudong Hong, Vera Demberg, Asad B. Sayeed, Qiankun Zheng, Bernt Schiele:
Visual Coherence Loss for Coherent and Visually Grounded Story Generation. ACL (Findings) 2023: 9456-9470 - [c329]Edgar Schönfeld, Julio Borges, Vadim Sushko, Bernt Schiele, Anna Khoreva:
Discovering Class-Specific GAN Controls for Semantic Image Synthesis. CVPR Workshops 2023: 688-697 - [c328]Li Jiang, Zetong Yang, Shaoshuai Shi, Vladislav Golyanik, Dengxin Dai, Bernt Schiele:
Self-Supervised Pre-Training with Masked Shape Prediction for 3D Scene Understanding. CVPR 2023: 1168-1178 - [c327]Achin Jain, Gurumurthy Swaminathan, Paolo Favaro, Hao Yang, Avinash Ravichandran, Hrayr Harutyunyan, Alessandro Achille, Onkar Dabeer, Bernt Schiele, Ashwin Swaminathan, Stefano Soatto:
A Meta-Learning Approach to Predicting Performance and Data Requirements. CVPR 2023: 3623-3632 - [c326]Yong Guo, David Stutz, Bernt Schiele:
Improving Robustness of Vision Transformers by Reducing Sensitivity to Patch Corruptions. CVPR 2023: 4108-4118 - [c325]Zilin Luo, Yaoyao Liu, Bernt Schiele, Qianru Sun:
Class-Incremental Exemplar Compression for Class-Incremental Learning. CVPR 2023: 11371-11380 - [c324]Haiyang Wang, Chen Shi, Shaoshuai Shi, Meng Lei, Sen Wang, Di He, Bernt Schiele, Liwei Wang:
DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets. CVPR 2023: 13520-13529 - [c323]Jian Ding, Nan Xue, Gui-Song Xia, Bernt Schiele, Dengxin Dai:
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation. CVPR 2023: 15413-15423 - [c322]Anurag Das, Yongqin Xian, Dengxin Dai, Bernt Schiele:
Weakly-Supervised Domain Adaptive Semantic Segmentation with Prototypical Contrastive Learning. CVPR 2023: 15434-15443 - [c321]Yaoyao Liu, Bernt Schiele, Andrea Vedaldi, Christian Rupprecht:
Continual Detection Transformer for Incremental Object Detection. CVPR 2023: 23799-23808 - [c320]Max Maria Losch, David Stutz, Bernt Schiele, Mario Fritz:
Certified Robust Models with Slack Control and Large Lipschitz Constants. DAGM 2023: 574-588 - [c319]Sukrut Rao, Moritz Böhle, Amin Parchami-Araghi, Bernt Schiele:
Studying How to Efficiently and Effectively Guide Models with Explanations. ICCV 2023: 1922-1933 - [c318]Haiyang Wang, Hao Tang, Shaoshuai Shi, Aoxue Li, Zhenguo Li, Bernt Schiele, Liwei Wang:
UniTR: A Unified and Efficient Multi-Modal Transformer for Bird's-Eye-View Representation. ICCV 2023: 6769-6779 - [c317]Christopher Wewer, Eddy Ilg, Bernt Schiele, Jan Eric Lenssen:
SimNP: Learning Self-Similarity Priors Between Neural Points. ICCV 2023: 8807-8818 - [c316]Mattia Segù, Bernt Schiele, Fisher Yu:
DARTH: Holistic Test-time Adaptation for Multiple Object Tracking. ICCV 2023: 9683-9693 - [c315]Ke Fan, Zechen Bai, Tianjun Xiao, Dominik Zietlow, Max Horn, Zixu Zhao, Carl-Johann Simon-Gabriel, Mike Zheng Shou, Francesco Locatello, Bernt Schiele, Thomas Brox, Zheng Zhang, Yanwei Fu, Tong He:
Unsupervised Open-Vocabulary Object Localization in Videos. ICCV 2023: 13701-13709 - [c314]Yue Fan, Anna Kukleva, Dengxin Dai, Bernt Schiele:
SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning. ICCV 2023: 16022-16032 - [c313]Nina Shvetsova, Felix Petersen, Anna Kukleva, Bernt Schiele, Hilde Kuehne:
Learning by Sorting: Self-supervised Learning with Group Ordering Constraints. ICCV 2023: 16407-16417 - [c312]Zixu Zhao, Jiaze Wang, Max Horn, Yizhuo Ding, Tong He, Zechen Bai, Dominik Zietlow, Carl-Johann Simon-Gabriel, Bing Shuai, Zhuowen Tu, Thomas Brox, Bernt Schiele, Yanwei Fu, Francesco Locatello, Zheng Zhang, Tianjun Xiao:
Object-Centric Multiple Object Tracking. ICCV 2023: 16555-16565 - [c311]Yong Guo, David Stutz, Bernt Schiele:
Robustifying Token Attention for Vision Transformers. ICCV 2023: 17511-17522 - [c310]Nina Shvetsova, Anna Kukleva, Bernt Schiele, Hilde Kuehne:
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval. ICCV 2023: 21924-21935 - [c309]Hao Chen, Ran Tao, Yue Fan, Yidong Wang, Jindong Wang, Bernt Schiele, Xing Xie, Bhiksha Raj, Marios Savvides:
SoftMatch: Addressing the Quantity-Quality Tradeoff in Semi-supervised Learning. ICLR 2023 - [c308]Qi Fan, Mattia Segù, Yu-Wing Tai, Fisher Yu, Chi-Keung Tang, Bernt Schiele, Dengxin Dai:
Towards Robust Object Detection Invariant to Real-World Domain Shifts. ICLR 2023 - [c307]Anna Kukleva, Moritz Böhle, Bernt Schiele, Hilde Kuehne, Christian Rupprecht:
Temperature Schedules for self-supervised contrastive methods on long-tail data. ICLR 2023 - [c306]Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Jindong Wang, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele, Xing Xie:
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning. ICLR 2023 - [c305]Zhi Li, Shaoshuai Shi, Bernt Schiele, Dengxin Dai:
Test-time Domain Adaptation for Monocular Depth Estimation. ICRA 2023: 4873-4879 - [c304]Xudong Hong, Vera Demberg, Asad B. Sayeed, Qiankun Zheng, Bernt Schiele:
Visual Coherence Loss for Coherent and Visually Grounded Story Generation. RepL4NLP@ACL 2023: 334-346 - [c303]Samarth Sinha, Peter V. Gehler, Francesco Locatello, Bernt Schiele:
TeST: Test-time Self-Training under Distribution Shift. WACV 2023: 2758-2768 - [c302]Anurag Das, Yongqin Xian, Yang He, Zeynep Akata, Bernt Schiele:
Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation. WACV 2023: 5967-5976 - [i177]Nina Shvetsova, Felix Petersen, Anna Kukleva, Bernt Schiele, Hilde Kuehne:
Learning by Sorting: Self-supervised Learning with Group Ordering Constraints. CoRR abs/2301.02009 (2023) - [i176]Yaoyao Liu, Yingying Li, Bernt Schiele, Qianru Sun:
Online Hyperparameter Optimization for Class-Incremental Learning. CoRR abs/2301.05032 (2023) - [i175]Yaoyao Liu, Bernt Schiele, Qianru Sun:
RMM: Reinforced Memory Management for Class-Incremental Learning. CoRR abs/2301.05792 (2023) - [i174]Haiyang Wang, Chen Shi, Shaoshuai Shi, Meng Lei, Sen Wang, Di He, Bernt Schiele, Liwei Wang:
DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets. CoRR abs/2301.06051 (2023) - [i173]Xudong Hong, Asad B. Sayeed, Khushboo Mehra, Vera Demberg, Bernt Schiele:
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences. CoRR abs/2301.08571 (2023) - [i172]Moritz Böhle, Mario Fritz, Bernt Schiele:
Holistically Explainable Vision Transformers. CoRR abs/2301.08669 (2023) - [i171]Hao Chen, Ran Tao, Yue Fan, Yidong Wang, Jindong Wang, Bernt Schiele, Xing Xie, Bhiksha Raj, Marios Savvides:
SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-supervised Learning. CoRR abs/2301.10921 (2023) - [i170]Jiahua Dong, Yang Cong, Gan Sun, Yulun Zhang, Bernt Schiele, Dengxin Dai:
No One Left Behind: Real-World Federated Class-Incremental Learning. CoRR abs/2302.00903 (2023) - [i169]Achin Jain, Gurumurthy Swaminathan, Paolo Favaro, Hao Yang, Avinash Ravichandran, Hrayr Harutyunyan, Alessandro Achille, Onkar Dabeer, Bernt Schiele, Ashwin Swaminathan, Stefano Soatto:
A Meta-Learning Approach to Predicting Performance and Data Requirements. CoRR abs/2303.01598 (2023) - [i168]Yong Guo, David Stutz, Bernt Schiele:
Robustifying Token Attention for Vision Transformers. CoRR abs/2303.11126 (2023) - [i167]Sukrut Rao, Moritz Böhle, Bernt Schiele:
Better Understanding Differences in Attribution Methods via Systematic Evaluations. CoRR abs/2303.11884 (2023) - [i166]Sukrut Rao, Moritz Böhle, Amin Parchami-Araghi, Bernt Schiele:
Studying How to Efficiently and Effectively Guide Models with Explanations. CoRR abs/2303.11932 (2023) - [i165]Anna Kukleva, Moritz Böhle, Bernt Schiele, Hilde Kuehne, Christian Rupprecht:
Temperature Schedules for Self-Supervised Contrastive Methods on Long-Tail Data. CoRR abs/2303.13664 (2023) - [i164]Zilin Luo, Yaoyao Liu, Bernt Schiele, Qianru Sun:
Class-Incremental Exemplar Compression for Class-Incremental Learning. CoRR abs/2303.14042 (2023) - [i163]Yaoyao Liu, Bernt Schiele, Andrea Vedaldi, Christian Rupprecht:
Continual Detection Transformer for Incremental Object Detection. CoRR abs/2304.03110 (2023) - [i162]Li Jiang, Zetong Yang, Shaoshuai Shi, Vladislav Golyanik, Dengxin Dai, Bernt Schiele:
Self-supervised Pre-training with Masked Shape Prediction for 3D Scene Understanding. CoRR abs/2305.05026 (2023) - [i161]Jian Ding, Nan Xue, Gui-Song Xia, Bernt Schiele, Dengxin Dai:
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation. CoRR abs/2305.13031 (2023) - [i160]Moritz Böhle, Navdeeppal Singh, Mario Fritz, Bernt Schiele:
B-cos Alignment for Inherently Interpretable CNNs and Vision Transformers. CoRR abs/2306.10898 (2023) - [i159]Shaoshuai Shi, Li Jiang, Dengxin Dai, Bernt Schiele:
MTR++: Multi-Agent Motion Prediction with Symmetric Scene Modeling and Guided Intention Querying. CoRR abs/2306.17770 (2023) - [i158]Haiyang Wang, Hao Tang, Shaoshuai Shi, Aoxue Li, Zhenguo Li, Bernt Schiele, Liwei Wang:
UniTR: A Unified and Efficient Multi-Modal Transformer for Bird's-Eye-View Representation. CoRR abs/2308.07732 (2023) - [i157]Zixu Zhao, Jiaze Wang, Max Horn, Yizhuo Ding, Tong He, Zechen Bai, Dominik Zietlow, Carl-Johann Simon-Gabriel, Bing Shuai, Zhuowen Tu, Thomas Brox, Bernt Schiele, Yanwei Fu, Francesco Locatello, Zheng Zhang, Tianjun Xiao:
Object-Centric Multiple Object Tracking. CoRR abs/2309.00233 (2023) - [i156]Christopher Wewer, Eddy Ilg, Bernt Schiele, Jan Eric Lenssen:
SimNP: Learning Self-Similarity Priors Between Neural Points. CoRR abs/2309.03809 (2023) - [i155]Max Maria Losch, David Stutz, Bernt Schiele, Mario Fritz:
Certified Robust Models with Slack Control and Large Lipschitz Constants. CoRR abs/2309.06166 (2023) - [i154]Nina Shvetsova, Anna Kukleva, Bernt Schiele, Hilde Kuehne:
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval. CoRR abs/2309.08928 (2023) - [i153]Ke Fan, Zechen Bai, Tianjun Xiao, Dominik Zietlow, Max Horn, Zixu Zhao, Carl-Johann Simon-Gabriel, Mike Zheng Shou, Francesco Locatello, Bernt Schiele, Thomas Brox, Zheng Zhang, Yanwei Fu, Tong He:
Unsupervised Open-Vocabulary Object Localization in Videos. CoRR abs/2309.09858 (2023) - [i152]Mattia Segù, Bernt Schiele, Fisher Yu:
DARTH: Holistic Test-time Adaptation for Multiple Object Tracking. CoRR abs/2310.01926 (2023) - [i151]Nina Shvetsova, Anna Kukleva, Xudong Hong, Christian Rupprecht, Bernt Schiele, Hilde Kuehne:
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale. CoRR abs/2310.04900 (2023) - [i150]Yaoyao Liu, Yingying Li, Bernt Schiele, Qianru Sun:
Wakening Past Concepts without Past Data: Class-Incremental Learning from Online Placebos. CoRR abs/2310.16115 (2023) - [i149]Yue Fan, Anna Kukleva, Dengxin Dai, Bernt Schiele:
SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning. CoRR abs/2311.10572 (2023) - 2022
- [j58]Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata:
Attribute Prototype Network for Any-Shot Learning. Int. J. Comput. Vis. 130(7): 1735-1753 (2022) - [j57]Vadim Sushko, Edgar Schönfeld, Dan Zhang, Juergen Gall, Bernt Schiele, Anna Khoreva:
OASIS: Only Adversarial Supervision for Semantic Image Synthesis. Int. J. Comput. Vis. 130(12): 2903-2923 (2022) - [j56]Qianru Sun, Yaoyao Liu, Zhaozheng Chen, Tat-Seng Chua, Bernt Schiele:
Meta-Transfer Learning Through Hard Tasks. IEEE Trans. Pattern Anal. Mach. Intell. 44(3): 1443-1456 (2022) - [j55]Yongqin Xian, Bruno Korbar, Matthijs Douze, Lorenzo Torresani, Bernt Schiele, Zeynep Akata:
Generalized Few-Shot Video Classification With Video Retrieval and Feature Generation. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 8949-8961 (2022) - [j54]Jiangxin Dong, Stefan Roth, Bernt Schiele:
DWDN: Deep Wiener Deconvolution Network for Non-Blind Image Deblurring. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 9960-9976 (2022) - [c301]Zhi Li, Soshi Shimada, Bernt Schiele, Christian Theobalt, Vladislav Golyanik:
MoCapDeform: Monocular 3D Human Motion Capture in Deformable Scenes. 3DV 2022: 1-11 - [c300]Keyang Zhou, Bharat Lal Bhatnagar, Bernt Schiele, Gerard Pons-Moll:
Adjoint Rigid Transform Network: Task-conditioned Alignment of 3D Shapes. 3DV 2022: 1-11 - [c299]Yongqin Xian, Julian Chibane, Bharat Lal Bhatnagar, Bernt Schiele, Zeynep Akata, Gerard Pons-Moll:
Any-Shot GIN: Generalizing Implicit Networks for Reconstructing Novel Classes. 3DV 2022: 526-535 - [c298]Di Chen, Andreas Doering, Shanshan Zhang, Jian Yang, Juergen Gall, Bernt Schiele:
Keypoint Message Passing for Video-Based Person Re-identification. AAAI 2022: 239-247 - [c297]Haiyang Wang, Shaoshuai Shi, Ze Yang, Rongyao Fang, Qi Qian, Hongsheng Li, Bernt Schiele, Liwei Wang:
RBGNet: Ray-based Grouping for 3D Object Detection. CVPR 2022: 1100-1109 - [c296]Shenjian Gong, Shanshan Zhang, Jian Yang, Dengxin Dai, Bernt Schiele:
Bi-level Alignment for Cross-Domain Crowd Counting. CVPR 2022: 7532-7540 - [c295]Zetong Yang, Li Jiang, Yanan Sun, Bernt Schiele, Jiaya Jia:
A Unified Query-based Paradigm for Point Cloud Understanding. CVPR 2022: 8531-8541 - [c294]Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata:
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning. CVPR 2022: 9306-9315 - [c293]Pei Wang, Zhaowei Cai, Hao Yang, Gurumurthy Swaminathan, Nuno Vasconcelos, Bernt Schiele, Stefano Soatto:
Omni-DETR: Omni-Supervised Object Detection with Transformers. CVPR 2022: 9357-9366 - [c292]Sukrut Rao, Moritz Böhle, Bernt Schiele:
Towards Better Understanding Attribution Methods. CVPR 2022: 10213-10222 - [c291]Moritz Böhle, Mario Fritz, Bernt Schiele:
B-cos Networks: Alignment is All We Need for Interpretability. CVPR 2022: 10319-10328 - [c290]Yue Fan, Dengxin Dai, Anna Kukleva, Bernt Schiele:
CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning. CVPR 2022: 14554-14564 - [c289]Andreas Doering, Di Chen, Shanshan Zhang, Bernt Schiele, Juergen Gall:
PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose Tracking. CVPR 2022: 20931-20940 - [c288]Tao Sun, Mattia Segù, Janis Postels, Yuxuan Wang, Luc Van Gool, Bernt Schiele, Federico Tombari, Fisher Yu:
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation. CVPR 2022: 21339-21350 - [c287]Enea Duka, Anna Kukleva, Bernt Schiele:
Leveraging Self-Supervised Training for Unintentional Action Recognition. ECCV Workshops (4) 2022: 69-85 - [c286]Yong Guo, David Stutz, Bernt Schiele:
Improving Robustness by Enhancing Weak Subnets. ECCV (24) 2022: 320-338 - [c285]Shenjian Gong, Shanshan Zhang, Jian Yang, Dengxin Dai, Bernt Schiele:
Class-Agnostic Object Counting Robust to Intraclass Diversity. ECCV (33) 2022: 388-403 - [c284]Shaoshuai Shi, Li Jiang, Dengxin Dai, Bernt Schiele:
Motion Transformer with Global Intention Localization and Local Movement Refinement. NeurIPS 2022 - [c283]Yidong Wang, Hao Chen, Yue Fan, Wang Sun, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang, Zhi Zhou, Lan-Zhe Guo, Heli Qi, Zhen Wu, Yufeng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang, Xing Xie, Yue Zhang:
USB: A Unified Semi-supervised Learning Benchmark for Classification. NeurIPS 2022 - [c282]Florian Wenzel, Andrea Dittadi, Peter V. Gehler, Carl-Johann Simon-Gabriel, Max Horn, Dominik Zietlow, David Kernert, Chris Russell, Thomas Brox, Bernt Schiele, Bernhard Schölkopf, Francesco Locatello:
Assaying Out-Of-Distribution Generalization in Transfer Learning. NeurIPS 2022 - [i148]Yong Guo, David Stutz, Bernt Schiele:
Improving Corruption and Adversarial Robustness by Enhancing Weak Subnets. CoRR abs/2201.12765 (2022) - [i147]Zetong Yang, Li Jiang, Yanan Sun, Bernt Schiele, Jiaya Jia:
A Unified Query-based Paradigm for Point Cloud Understanding. CoRR abs/2203.01252 (2022) - [i146]Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata:
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning. CoRR abs/2203.10444 (2022) - [i145]Pei Wang, Zhaowei Cai, Hao Yang, Gurumurthy Swaminathan, Nuno Vasconcelos, Bernt Schiele, Stefano Soatto:
Omni-DETR: Omni-Supervised Object Detection with Transformers. CoRR abs/2203.16089 (2022) - [i144]Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata:
Attribute Prototype Network for Any-Shot Learning. CoRR abs/2204.01208 (2022) - [i143]Haiyang Wang, Shaoshuai Shi, Ze Yang, Rongyao Fang, Qi Qian, Hongsheng Li, Bernt Schiele, Liwei Wang:
RBGNet: Ray-based Grouping for 3D Object Detection. CoRR abs/2204.02251 (2022) - [i142]Nils Philipp Walter, David Stutz, Bernt Schiele:
On Fragile Features and Batch Normalization in Adversarial Training. CoRR abs/2204.12393 (2022) - [i141]Shenjian Gong, Shanshan Zhang, Jian Yang, Dengxin Dai, Bernt Schiele:
Bi-level Alignment for Cross-Domain Crowd Counting. CoRR abs/2205.05844 (2022) - [i140]Yue Zhao, Yantao Shen, Yuanjun Xiong, Shuo Yang, Wei Xia, Zhuowen Tu, Bernt Schiele, Stefano Soatto:
ELODI: Ensemble Logit Difference Inhibition for Positive-Congruent Training. CoRR abs/2205.06265 (2022) - [i139]Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele:
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning. CoRR abs/2205.07246 (2022) - [i138]Moritz Böhle, Mario Fritz, Bernt Schiele:
B-cos Networks: Alignment is All We Need for Interpretability. CoRR abs/2205.10268 (2022) - [i137]Sukrut Rao, Moritz Böhle, Bernt Schiele:
Towards Better Understanding Attribution Methods. CoRR abs/2205.10435 (2022) - [i136]Tao Sun, Mattia Segù, Janis Postels, Yuxuan Wang, Luc Van Gool, Bernt Schiele, Federico Tombari, Fisher Yu:
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation. CoRR abs/2206.08367 (2022) - [i135]Florian Wenzel, Andrea Dittadi, Peter Vincent Gehler, Carl-Johann Simon-Gabriel, Max Horn, Dominik Zietlow, David Kernert, Chris Russell, Thomas Brox, Bernt Schiele, Bernhard Schölkopf, Francesco Locatello:
Assaying Out-Of-Distribution Generalization in Transfer Learning. CoRR abs/2207.09239 (2022) - [i134]Yidong Wang, Hao Chen, Yue Fan, Wang Sun, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang, Zhi Zhou, Lan-Zhe Guo, Heli Qi, Zhen Wu, Yufeng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang, Xing Xie, Yue Zhang:
USB: A Unified Semi-supervised Learning Benchmark. CoRR abs/2208.07204 (2022) - [i133]Zhi Li, Soshi Shimada, Bernt Schiele, Christian Theobalt, Vladislav Golyanik:
MoCapDeform: Monocular 3D Human Motion Capture in Deformable Scenes. CoRR abs/2208.08439 (2022) - [i132]Achin Jain, Kibok Lee, Gurumurthy Swaminathan, Hao Yang, Bernt Schiele, Avinash Ravichandran, Onkar Dabeer:
ComplETR: Reducing the cost of annotations for object detection in dense scenes with vision transformers. CoRR abs/2209.05654 (2022) - [i131]Shaoshuai Shi, Li Jiang, Dengxin Dai, Bernt Schiele:
MTR-A: 1st Place Solution for 2022 Waymo Open Dataset Challenge - Motion Prediction. CoRR abs/2209.10033 (2022) - [i130]Samarth Sinha, Peter V. Gehler, Francesco Locatello, Bernt Schiele:
TeST: Test-time Self-Training under Distribution Shift. CoRR abs/2209.11459 (2022) - [i129]Enea Duka, Anna Kukleva, Bernt Schiele:
Leveraging Self-Supervised Training for Unintentional Action Recognition. CoRR abs/2209.11870 (2022) - [i128]Shaoshuai Shi, Li Jiang, Dengxin Dai, Bernt Schiele:
Motion Transformer with Global Intention Localization and Local Movement Refinement. CoRR abs/2209.13508 (2022) - [i127]Qi Fan, Mattia Segù, Yu-Wing Tai, Fisher Yu, Chi-Keung Tang, Bernt Schiele, Dengxin Dai:
Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts. CoRR abs/2211.04393 (2022) - [i126]Edgar Schönfeld, Julio Borges, Vadim Sushko, Bernt Schiele, Anna Khoreva:
Discovering Class-Specific GAN Controls for Semantic Image Synthesis. CoRR abs/2212.01455 (2022) - [i125]Anurag Das, Yongqin Xian, Yang He, Zeynep Akata, Bernt Schiele:
Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation. CoRR abs/2212.07911 (2022) - 2021
- [j53]Xinzhe Li, Jianqiang Huang, Yaoyao Liu, Qin Zhou, Shibao Zheng, Bernt Schiele, Qianru Sun:
Learning to teach and learn for semi-supervised few-shot image classification. Comput. Vis. Image Underst. 212: 103270 (2021) - [j52]Shanshan Zhang, Di Chen, Jian Yang, Bernt Schiele:
Guided Attention in CNNs for Occluded Pedestrian Detection and Re-identification. Int. J. Comput. Vis. 129(6): 1875-1892 (2021) - [j51]Dengxin Dai, Robby T. Tan, Vishal Patel, Jiri Matas, Bernt Schiele, Luc Van Gool:
Guest Editorial: Special Issue on "Computer Vision for All Seasons: Adverse Weather and Lighting Conditions". Int. J. Comput. Vis. 129(7): 2031-2033 (2021) - [j50]Max Maria Losch, Mario Fritz, Bernt Schiele:
Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations. Int. J. Comput. Vis. 129(11): 3136-3153 (2021) - [j49]Di Chen, Shanshan Zhang, Jian Yang, Bernt Schiele:
Norm-Aware Embedding for Efficient Person Search and Tracking. Int. J. Comput. Vis. 129(11): 3154-3168 (2021) - [c281]Yaoyao Liu, Bernt Schiele, Qianru Sun:
Adaptive Aggregation Networks for Class-Incremental Learning. CVPR 2021: 2544-2553 - [c280]Jiangxin Dong, Stefan Roth, Bernt Schiele:
Learning Spatially-Variant MAP Models for Non-Blind Image Deblurring. CVPR 2021: 4886-4895 - [c279]Apratim Bhattacharyya, Daniel Olmeda Reino, Mario Fritz, Bernt Schiele:
Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers. CVPR 2021: 6408-6417 - [c278]Moritz Böhle, Mario Fritz, Bernt Schiele:
Convolutional Dynamic Alignment Networks for Interpretable Classifications. CVPR 2021: 10029-10038 - [c277]Stephan Alaniz, Diego Marcos, Bernt Schiele, Zeynep Akata:
Learning Decision Trees Recurrently Through Communication. CVPR 2021: 13518-13527 - [c276]Yue Fan, Anna Kukleva, Bernt Schiele:
Revisiting Consistency Regularization for Semi-supervised Learning. GCPR 2021: 63-78 - [c275]Anurag Das, Yongqin Xian, Yang He, Bernt Schiele, Zeynep Akata:
(SP)2Net for Generalized Zero-Label Semantic Segmentation. GCPR 2021: 235-249 - [c274]David Stutz, Matthias Hein, Bernt Schiele:
Relating Adversarially Robust Generalization to Flat Minima. ICCV 2021: 7787-7797 - [c273]Anna Kukleva, Hilde Kuehne, Bernt Schiele:
Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration without Forgetting. ICCV 2021: 9000-9009 - [c272]Farzaneh Rezaeianaran, Rakshith Shetty, Rahaf Aljundi, Daniel Olmeda Reino, Shanshan Zhang, Bernt Schiele:
Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection. ICCV 2021: 9184-9193 - [c271]Edgar Schönfeld, Vadim Sushko, Dan Zhang, Juergen Gall, Bernt Schiele, Anna Khoreva:
You Only Need Adversarial Supervision for Semantic Image Synthesis. ICLR 2021 - [c270]David Stutz, Nandhini Chandramoorthy, Matthias Hein, Bernt Schiele:
Bit Error Robustness for Energy-Efficient DNN Accelerators. MLSys 2021 - [c269]Yaoyao Liu, Bernt Schiele, Qianru Sun:
RMM: Reinforced Memory Management for Class-Incremental Learning. NeurIPS 2021: 3478-3490 - [c268]Qiuhong Ke, Mario Fritz, Bernt Schiele:
Future Moment Assessment for Action Query. WACV 2021: 3218-3227 - [i124]Keyang Zhou, Bharat Lal Bhatnagar, Bernt Schiele, Gerard Pons-Moll:
Adjoint Rigid Transform Network: Self-supervised Alignment of 3D Shapes. CoRR abs/2102.01161 (2021) - [i123]Jiangxin Dong, Stefan Roth, Bernt Schiele:
Deep Wiener Deconvolution: Wiener Meets Deep Learning for Image Deblurring. CoRR abs/2103.09962 (2021) - [i122]Moritz Böhle, Mario Fritz, Bernt Schiele:
Convolutional Dynamic Alignment Networks for Interpretable Classifications. CoRR abs/2104.00032 (2021) - [i121]David Stutz, Matthias Hein, Bernt Schiele:
Relating Adversarially Robust Generalization to Flat Minima. CoRR abs/2104.04448 (2021) - [i120]David Stutz, Nandhini Chandramoorthy, Matthias Hein, Bernt Schiele:
Random and Adversarial Bit Error Robustness: Energy-Efficient and Secure DNN Accelerators. CoRR abs/2104.08323 (2021) - [i119]Apratim Bhattacharyya, Daniel Olmeda Reino, Mario Fritz, Bernt Schiele:
Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers. CoRR abs/2106.12442 (2021) - [i118]Anna Kukleva, Hilde Kuehne, Bernt Schiele:
Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration without Forgetting. CoRR abs/2108.08165 (2021) - [i117]Moritz Böhle, Mario Fritz, Bernt Schiele:
Optimising for Interpretability: Convolutional Dynamic Alignment Networks. CoRR abs/2109.13004 (2021) - [i116]Farzaneh Rezaeianaran, Rakshith Shetty, Rahaf Aljundi, Daniel Olmeda Reino, Shanshan Zhang, Bernt Schiele:
Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection. CoRR abs/2110.01428 (2021) - [i115]Di Chen, Andreas Doering, Shanshan Zhang, Jian Yang, Juergen Gall, Bernt Schiele:
Keypoint Message Passing for Video-based Person Re-Identification. CoRR abs/2111.08279 (2021) - [i114]Yue Fan, Dengxin Dai, Bernt Schiele:
CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning. CoRR abs/2112.04564 (2021) - [i113]Yue Fan, Anna Kukleva, Bernt Schiele:
Revisiting Consistency Regularization for Semi-Supervised Learning. CoRR abs/2112.05825 (2021) - 2020
- [j48]Margret Keuper, Siyu Tang, Bjoern Andres, Thomas Brox, Bernt Schiele:
Motion Segmentation & Multiple Object Tracking by Correlation Co-Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 42(1): 140-153 (2020) - [j47]Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele:
Person Recognition in Personal Photo Collections. IEEE Trans. Pattern Anal. Mach. Intell. 42(1): 203-220 (2020) - [c267]Di Chen, Shanshan Zhang, Wanli Ouyang, Jian Yang, Bernt Schiele:
Hierarchical Online Instance Matching for Person Search. AAAI 2020: 10518-10525 - [c266]Xudong Hong, Rakshith Shetty, Asad B. Sayeed, Khushboo Mehra, Vera Demberg, Bernt Schiele:
Diverse and Relevant Visual Storytelling with Scene Graph Embeddings. CoNLL 2020: 420-430 - [c265]Edgar Schönfeld, Bernt Schiele, Anna Khoreva:
A U-Net Based Discriminator for Generative Adversarial Networks. CVPR 2020: 8204-8213 - [c264]Apratim Bhattacharyya, Shweta Mahajan, Mario Fritz, Bernt Schiele, Stefan Roth:
Normalizing Flows With Multi-Scale Autoregressive Priors. CVPR 2020: 8412-8421 - [c263]Yaoyao Liu, Yuting Su, An-An Liu, Bernt Schiele, Qianru Sun:
Mnemonics Training: Multi-Class Incremental Learning Without Forgetting. CVPR 2020: 12242-12251 - [c262]Di Chen, Shanshan Zhang, Jian Yang, Bernt Schiele:
Norm-Aware Embedding for Efficient Person Search. CVPR 2020: 12612-12621 - [c261]Max Maria Losch, Mario Fritz, Bernt Schiele:
Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations. GCPR 2020: 15-29 - [c260]Saurabh Sharma, Ning Yu, Mario Fritz, Bernt Schiele:
Long-Tailed Recognition Using Class-Balanced Experts. GCPR 2020: 86-100 - [c259]Yue Fan, Yongqin Xian, Max Maria Losch, Bernt Schiele:
Analyzing the Dependency of ConvNets on Spatial Information. GCPR 2020: 101-115 - [c258]Yazan Abu Farha, Qiuhong Ke, Bernt Schiele, Juergen Gall:
Long-Term Anticipation of Activities with Cycle Consistency. GCPR 2020: 159-173 - [c257]Apratim Bhattacharyya, Christoph-Nikolas Straehle, Mario Fritz, Bernt Schiele:
Haar Wavelet Based Block Autoregressive Flows for Trajectories. GCPR 2020: 275-288 - [c256]Yongqin Xian, Bruno Korbar, Matthijs Douze, Bernt Schiele, Zeynep Akata, Lorenzo Torresani:
Generalized Many-Way Few-Shot Video Classification. ECCV Workshops (6) 2020: 111-127 - [c255]Garrick Brazil, Gerard Pons-Moll, Xiaoming Liu, Bernt Schiele:
Kinematic 3D Object Detection in Monocular Video. ECCV (23) 2020: 135-152 - [c254]Yang He, Bernt Schiele, Mario Fritz:
Synthetic Convolutional Features for Improved Semantic Segmentation. ECCV Workshops (4) 2020: 320-336 - [c253]Yaoyao Liu, Bernt Schiele, Qianru Sun:
An Ensemble of Epoch-Wise Empirical Bayes for Few-Shot Learning. ECCV (16) 2020: 404-421 - [c252]Sukrut Rao, David Stutz, Bernt Schiele:
Adversarial Training Against Location-Optimized Adversarial Patches. ECCV Workshops (5) 2020: 429-448 - [c251]Rakshith Shetty, Mario Fritz, Bernt Schiele:
Towards Automated Testing and Robustification by Semantic Adversarial Data Generation. ECCV (2) 2020: 489-506 - [c250]Yang He, Shadi Rahimian, Bernt Schiele, Mario Fritz:
Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation. ECCV (23) 2020: 519-535 - [c249]Vadim Sushko, Edgar Schönfeld, Dan Zhang, Jürgen Gall, Bernt Schiele, Anna Khoreva:
3D Noise and Adversarial Supervision Is All You Need for Multi-modal Semantic Image Synthesis. ECCV Workshops (6) 2020: 554-558 - [c248]Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz:
Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks. ICLR 2020 - [c247]David Stutz, Matthias Hein, Bernt Schiele:
Confidence-Calibrated Adversarial Training: Generalizing to Unseen Attacks. ICML 2020: 9155-9166 - [c246]Jiangxin Dong, Stefan Roth, Bernt Schiele:
Deep Wiener Deconvolution: Wiener Meets Deep Learning for Image Deblurring. NeurIPS 2020 - [c245]Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata:
Attribute Prototype Network for Zero-Shot Learning. NeurIPS 2020 - [i112]Yue Fan, Yongqin Xian, Max Maria Losch, Bernt Schiele:
Analyzing the Dependency of ConvNets on Spatial Information. CoRR abs/2002.01827 (2020) - [i111]Yaoyao Liu, An-An Liu, Yuting Su, Bernt Schiele, Qianru Sun:
Mnemonics Training: Multi-Class Incremental Learning without Forgetting. CoRR abs/2002.10211 (2020) - [i110]Edgar Schönfeld, Bernt Schiele, Anna Khoreva:
A U-Net Based Discriminator for Generative Adversarial Networks. CoRR abs/2002.12655 (2020) - [i109]Saurabh Sharma, Ning Yu, Mario Fritz, Bernt Schiele:
Long-Tailed Recognition Using Class-Balanced Experts. CoRR abs/2004.03706 (2020) - [i108]Shweta Mahajan, Apratim Bhattacharyya, Mario Fritz, Bernt Schiele, Stefan Roth:
Normalizing Flows with Multi-Scale Autoregressive Priors. CoRR abs/2004.03891 (2020) - [i107]Sukrut Rao, David Stutz, Bernt Schiele:
Adversarial Training against Location-Optimized Adversarial Patches. CoRR abs/2005.02313 (2020) - [i106]David Stutz, Nandhini Chandramoorthy, Matthias Hein, Bernt Schiele:
On Mitigating Random and Adversarial Bit Errors. CoRR abs/2006.13977 (2020) - [i105]Yongqin Xian, Bruno Korbar, Matthijs Douze, Bernt Schiele, Zeynep Akata, Lorenzo Torresani:
Generalized Many-Way Few-Shot Video Classification. CoRR abs/2007.04755 (2020) - [i104]Garrick Brazil, Gerard Pons-Moll, Xiaoming Liu, Bernt Schiele:
Kinematic 3D Object Detection in Monocular Video. CoRR abs/2007.09548 (2020) - [i103]Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata:
Attribute Prototype Network for Zero-Shot Learning. CoRR abs/2008.08290 (2020) - [i102]Yazan Abu Farha, Qiuhong Ke, Bernt Schiele, Juergen Gall:
Long-Term Anticipation of Activities with Cycle Consistency. CoRR abs/2009.01142 (2020) - [i101]Yang He, Bernt Schiele, Mario Fritz:
Synthetic Convolutional Features for Improved Semantic Segmentation. CoRR abs/2009.08849 (2020) - [i100]Apratim Bhattacharyya, Christoph-Nikolas Straehle, Mario Fritz, Bernt Schiele:
Haar Wavelet based Block Autoregressive Flows for Trajectories. CoRR abs/2009.09878 (2020) - [i99]Yaoyao Liu, Bernt Schiele, Qianru Sun:
Meta-Aggregating Networks for Class-Incremental Learning. CoRR abs/2010.05063 (2020) - [i98]Andreas Doering, Di Chen, Shanshan Zhang, Bernt Schiele, Juergen Gall:
PoseTrackReID: Dataset Description. CoRR abs/2011.06243 (2020) - [i97]Vadim Sushko, Edgar Schönfeld, Dan Zhang, Jürgen Gall, Bernt Schiele, Anna Khoreva:
You Only Need Adversarial Supervision for Semantic Image Synthesis. CoRR abs/2012.04781 (2020)
2010 – 2019
- 2019
- [j46]Anna Khoreva, Rodrigo Benenson, Eddy Ilg, Thomas Brox, Bernt Schiele:
Lucid Data Dreaming for Video Object Segmentation. Int. J. Comput. Vis. 127(9): 1175-1197 (2019) - [j45]Yongqin Xian, Christoph H. Lampert, Bernt Schiele, Zeynep Akata:
Zero-Shot Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly. IEEE Trans. Pattern Anal. Mach. Intell. 41(9): 2251-2265 (2019) - [c244]Yongqin Xian, Saurabh Sharma, Bernt Schiele, Zeynep Akata:
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning. CVPR Workshops 2019: 46-49 - [c243]Qianru Sun, Yaoyao Liu, Tat-Seng Chua, Bernt Schiele:
Meta-Transfer Learning for Few-Shot Learning. CVPR 2019: 403-412 - [c242]Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz:
Knockoff Nets: Stealing Functionality of Black-Box Models. CVPR 2019: 4954-4963 - [c241]David Stutz, Matthias Hein, Bernt Schiele:
Disentangling Adversarial Robustness and Generalization. CVPR 2019: 6976-6987 - [c240]Rakshith Shetty, Bernt Schiele, Mario Fritz:
Not Using the Car to See the Sidewalk - Quantifying and Controlling the Effects of Context in Classification and Segmentation. CVPR 2019: 8218-8226 - [c239]Yongqin Xian, Subhabrata Choudhury, Yang He, Bernt Schiele, Zeynep Akata:
Semantic Projection Network for Zero- and Few-Label Semantic Segmentation. CVPR 2019: 8256-8265 - [c238]Qiuhong Ke, Mario Fritz, Bernt Schiele:
Time-Conditioned Action Anticipation in One Shot. CVPR 2019: 9925-9934 - [c237]Yongqin Xian, Saurabh Sharma, Bernt Schiele, Zeynep Akata:
F-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning. CVPR 2019: 10275-10284 - [c236]Apratim Bhattacharyya, Mario Fritz, Bernt Schiele:
Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods. ICLR (Poster) 2019 - [c235]Xinzhe Li, Qianru Sun, Yaoyao Liu, Qin Zhou, Shibao Zheng, Tat-Seng Chua, Bernt Schiele:
Learning to Self-Train for Semi-Supervised Few-Shot Classification. NeurIPS 2019: 10276-10286 - [p7]Seong Joon Oh, Bernt Schiele, Mario Fritz:
Towards Reverse-Engineering Black-Box Neural Networks. Explainable AI 2019: 121-144 - [i96]Yongqin Xian, Saurabh Sharma, Bernt Schiele, Zeynep Akata:
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning. CoRR abs/1903.10132 (2019) - [i95]Yaoyao Liu, Qianru Sun, An-An Liu, Yuting Su, Bernt Schiele, Tat-Seng Chua:
LCC: Learning to Customize and Combine Neural Networks for Few-Shot Learning. CoRR abs/1904.08479 (2019) - [i94]Liqian Ma, Qianru Sun, Bernt Schiele, Luc Van Gool:
A Novel BiLevel Paradigm for Image-to-Image Translation. CoRR abs/1904.09028 (2019) - [i93]Qianru Sun, Xinzhe Li, Yaoyao Liu, Shibao Zheng, Tat-Seng Chua, Bernt Schiele:
Learning to Self-Train for Semi-Supervised Few-Shot Classification. CoRR abs/1906.00562 (2019) - [i92]Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz:
Prediction Poisoning: Utility-Constrained Defenses Against Model Stealing Attacks. CoRR abs/1906.10908 (2019) - [i91]Max Maria Losch, Mario Fritz, Bernt Schiele:
Interpretability Beyond Classification Output: Semantic Bottleneck Networks. CoRR abs/1907.10882 (2019) - [i90]Apratim Bhattacharyya, Michael Hanselmann, Mario Fritz, Bernt Schiele, Christoph-Nikolas Straehle:
Conditional Flow Variational Autoencoders for Structured Sequence Prediction. CoRR abs/1908.09008 (2019) - [i89]Apratim Bhattacharyya, Mario Fritz, Bernt Schiele:
"Best-of-Many-Samples" Distribution Matching. CoRR abs/1909.12598 (2019) - [i88]Qianru Sun, Yaoyao Liu, Zhaozheng Chen, Tat-Seng Chua, Bernt Schiele:
Meta-Transfer Learning through Hard Tasks. CoRR abs/1910.03648 (2019) - [i87]David Stutz, Matthias Hein, Bernt Schiele:
Confidence-Calibrated Adversarial Training: Towards Robust Models Generalizing Beyond the Attack Used During Training. CoRR abs/1910.06259 (2019) - [i86]Yang He, Shadi Rahimian, Bernt Schiele, Mario Fritz:
Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation. CoRR abs/1912.09685 (2019) - 2018
- [j44]Shanshan Zhang, Rodrigo Benenson, Mohamed Omran, Jan Hendrik Hosang, Bernt Schiele:
Towards Reaching Human Performance in Pedestrian Detection. IEEE Trans. Pattern Anal. Mach. Intell. 40(4): 973-986 (2018) - [j43]Maksim Lapin, Matthias Hein, Bernt Schiele:
Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification. IEEE Trans. Pattern Anal. Mach. Intell. 40(7): 1533-1554 (2018) - [c234]Mohamed Omran, Christoph Lassner, Gerard Pons-Moll, Peter V. Gehler, Bernt Schiele:
Neural Body Fitting: Unifying Deep Learning and Model Based Human Pose and Shape Estimation. 3DV 2018: 484-494 - [c233]Apratim Bhattacharyya, Mateusz Malinowski, Bernt Schiele, Mario Fritz:
Long-Term Image Boundary Prediction. AAAI 2018: 2720-2729 - [c232]Anna Khoreva, Anna Rohrbach, Bernt Schiele:
Video Object Segmentation with Language Referring Expressions. ACCV (4) 2018: 123-141 - [c231]Lukás Neumann, Michelle Karg, Shanshan Zhang, Christian Scharfenberger, Eric Piegert, Sarah Mistr, Olga Prokofyeva, Robert Thiel, Andrea Vedaldi, Andrew Zisserman, Bernt Schiele:
NightOwls: A Pedestrians at Night Dataset. ACCV (1) 2018: 691-705 - [c230]Liqian Ma, Qianru Sun, Stamatios Georgoulis, Luc Van Gool, Bernt Schiele, Mario Fritz:
Disentangled Person Image Generation. CVPR 2018: 99-108 - [c229]Mihai Fieraru, Anna Khoreva, Leonid Pishchulin, Bernt Schiele:
Learning to Refine Human Pose Estimation. CVPR Workshops 2018: 205-214 - [c228]Apratim Bhattacharyya, Mario Fritz, Bernt Schiele:
Long-Term On-Board Prediction of People in Traffic Scenes Under Uncertainty. CVPR 2018: 4194-4202 - [c227]Qianru Sun, Liqian Ma, Seong Joon Oh, Luc Van Gool, Bernt Schiele, Mario Fritz:
Natural and Effective Obfuscation by Head Inpainting. CVPR 2018: 5050-5059 - [c226]Mykhaylo Andriluka, Umar Iqbal, Eldar Insafutdinov, Leonid Pishchulin, Anton Milan, Juergen Gall, Bernt Schiele:
PoseTrack: A Benchmark for Human Pose Estimation and Tracking. CVPR 2018: 5167-5176 - [c225]Yongqin Xian, Tobias Lorenz, Bernt Schiele, Zeynep Akata:
Feature Generating Networks for Zero-Shot Learning. CVPR 2018: 5542-5551 - [c224]Shanshan Zhang, Jian Yang, Bernt Schiele:
Occluded Pedestrian Detection Through Guided Attention in CNNs. CVPR 2018: 6995-7003 - [c223]Tribhuvanesh Orekondy, Mario Fritz, Bernt Schiele:
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images. CVPR 2018: 8466-8475 - [c222]Apratim Bhattacharyya, Bernt Schiele, Mario Fritz:
Accurate and Diverse Sampling of Sequences Based on a "Best of Many" Sample Objective. CVPR 2018: 8485-8493 - [c221]Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata, Anna Rohrbach, Bernt Schiele, Trevor Darrell, Marcus Rohrbach:
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence. CVPR 2018: 8779-8788 - [c220]Anna Khoreva, Anna Rohrbach, Bernt Schiele:
Video Object Segmentation with Referring Expressions. ECCV Workshops (4) 2018: 7-12 - [c219]Yang He, Bernt Schiele, Mario Fritz:
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes. ECCV (16) 2018: 422-437 - [c218]Qianru Sun, Ayush Tewari, Weipeng Xu, Mario Fritz, Christian Theobalt, Bernt Schiele:
A Hybrid Model for Identity Obfuscation by Face Replacement. ECCV (1) 2018: 570-586 - [c217]Seong Joon Oh, Max Augustin, Mario Fritz, Bernt Schiele:
Towards Reverse-Engineering Black-Box Neural Networks. ICLR (Poster) 2018 - [c216]Nelson Mukuze, Anna Rohrbach, Vera Demberg, Bernt Schiele:
A vision-grounded dataset for predicting typical locations for verbs. LREC 2018 - [c215]Rakshith Shetty, Mario Fritz, Bernt Schiele:
Adversarial Scene Editing: Automatic Object Removal from Weak Supervision. NeurIPS 2018: 7717-7727 - [c214]Rakshith Shetty, Bernt Schiele, Mario Fritz:
A4NT: Author Attribute Anonymity by Adversarial Training of Neural Machine Translation. USENIX Security Symposium 2018: 1633-1650 - [i85]Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata, Anna Rohrbach, Bernt Schiele, Trevor Darrell, Marcus Rohrbach:
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence. CoRR abs/1802.08129 (2018) - [i84]Anna Khoreva, Anna Rohrbach, Bernt Schiele:
Video Object Segmentation with Language Referring Expressions. CoRR abs/1803.08006 (2018) - [i83]Qianru Sun, Ayush Tewari, Weipeng Xu, Mario Fritz, Christian Theobalt, Bernt Schiele:
A Hybrid Model for Identity Obfuscation by Face Replacement. CoRR abs/1804.04779 (2018) - [i82]Mihai Fieraru, Anna Khoreva, Leonid Pishchulin, Bernt Schiele:
Learning to Refine Human Pose Estimation. CoRR abs/1804.07909 (2018) - [i81]Tribhuvanesh Orekondy, Seong Joon Oh, Bernt Schiele, Mario Fritz:
Understanding and Controlling User Linkability in Decentralized Learning. CoRR abs/1805.05838 (2018) - [i80]Rakshith Shetty, Mario Fritz, Bernt Schiele:
Adversarial Scene Editing: Automatic Object Removal from Weak Supervision. CoRR abs/1806.01911 (2018) - [i79]Apratim Bhattacharyya, Bernt Schiele, Mario Fritz:
Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample Objective. CoRR abs/1806.07772 (2018) - [i78]Yang He, Bernt Schiele, Mario Fritz:
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes. CoRR abs/1808.01121 (2018) - [i77]Mohamed Omran, Christoph Lassner, Gerard Pons-Moll, Peter V. Gehler, Bernt Schiele:
Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation. CoRR abs/1808.05942 (2018) - [i76]Apratim Bhattacharyya, Mario Fritz, Bernt Schiele:
Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods. CoRR abs/1810.00746 (2018) - [i75]Haoran Wang, Yue Fan, Zexin Wang, Licheng Jiao, Bernt Schiele:
Parameter-Free Spatial Attention Network for Person Re-Identification. CoRR abs/1811.12150 (2018) - [i74]David Stutz, Matthias Hein, Bernt Schiele:
Disentangling Adversarial Robustness and Generalization. CoRR abs/1812.00740 (2018) - [i73]Qianru Sun, Yaoyao Liu, Tat-Seng Chua, Bernt Schiele:
Meta-Transfer Learning for Few-Shot Learning. CoRR abs/1812.02391 (2018) - [i72]Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz:
Knockoff Nets: Stealing Functionality of Black-Box Models. CoRR abs/1812.02766 (2018) - [i71]Rakshith Shetty, Bernt Schiele, Mario Fritz:
Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation. CoRR abs/1812.06707 (2018) - 2017
- [j42]Anna Rohrbach, Atousa Torabi, Marcus Rohrbach, Niket Tandon, Christopher Joseph Pal, Hugo Larochelle, Aaron C. Courville, Bernt Schiele:
Movie Description. Int. J. Comput. Vis. 123(1): 94-120 (2017) - [j41]Ahmed Elhayek, Edilson de Aguiar, Arjun Jain, Jonathan Tompson, Leonid Pishchulin, Mykhaylo Andriluka, Christoph Bregler, Bernt Schiele, Christian Theobalt:
MARCOnI - ConvNet-Based MARker-Less Motion Capture in Outdoor and Indoor Scenes. IEEE Trans. Pattern Anal. Mach. Intell. 39(3): 501-514 (2017) - [j40]Leonid Pishchulin, Stefanie Wuhrer, Thomas Helten, Christian Theobalt, Bernt Schiele:
Building statistical shape spaces for 3D human modeling. Pattern Recognit. 67: 276-286 (2017) - [c213]Qianru Sun, Bernt Schiele, Mario Fritz:
A Domain Based Approach to Social Relation Recognition. CVPR 2017: 435-444 - [c212]Eldar Insafutdinov, Mykhaylo Andriluka, Leonid Pishchulin, Siyu Tang, Evgeny Levinkov, Bjoern Andres, Bernt Schiele:
ArtTrack: Articulated Multi-Person Tracking in the Wild. CVPR 2017: 1293-1301 - [c211]Anna Khoreva, Rodrigo Benenson, Jan Hendrik Hosang, Matthias Hein, Bernt Schiele:
Simple Does It: Weakly Supervised Instance and Semantic Segmentation. CVPR 2017: 1665-1674 - [c210]Evgeny Levinkov, Jonas Uhrig, Siyu Tang, Mohamed Omran, Eldar Insafutdinov, Alexander Kirillov, Carsten Rother, Thomas Brox, Bernt Schiele, Bjoern Andres:
Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications. CVPR 2017: 1904-1912 - [c209]Yongqin Xian, Bernt Schiele, Zeynep Akata:
Zero-Shot Learning - The Good, the Bad and the Ugly. CVPR 2017: 3077-3086 - [c208]Federico Perazzi, Anna Khoreva, Rodrigo Benenson, Bernt Schiele, Alexander Sorkine-Hornung:
Learning Video Object Segmentation from Static Images. CVPR 2017: 3491-3500 - [c207]Siyu Tang, Mykhaylo Andriluka, Bjoern Andres, Bernt Schiele:
Multiple People Tracking by Lifted Multicut and Person Re-identification. CVPR 2017: 3701-3710 - [c206]Anna Rohrbach, Marcus Rohrbach, Siyu Tang, Seong Joon Oh, Bernt Schiele:
Generating Descriptions with Grounded and Co-referenced People. CVPR 2017: 4196-4206 - [c205]Shanshan Zhang, Rodrigo Benenson, Bernt Schiele:
CityPersons: A Diverse Dataset for Pedestrian Detection. CVPR 2017: 4457-4465 - [c204]Seong Joon Oh, Rodrigo Benenson, Anna Khoreva, Zeynep Akata, Mario Fritz, Bernt Schiele:
Exploiting Saliency for Object Segmentation from Image Level Labels. CVPR 2017: 5038-5047 - [c203]Nour Karessli, Zeynep Akata, Bernt Schiele, Andreas Bulling:
Gaze Embeddings for Zero-Shot Image Classification. CVPR 2017: 6412-6421 - [c202]Jan Hendrik Hosang, Rodrigo Benenson, Bernt Schiele:
Learning Non-maximum Suppression. CVPR 2017: 6469-6477 - [c201]Yang He, Margret Keuper, Bernt Schiele, Mario Fritz:
Learning Dilation Factors for Semantic Segmentation of Street Scenes. GCPR 2017: 41-51 - [c200]Seong Joon Oh, Mario Fritz, Bernt Schiele:
Adversarial Image Perturbation for Privacy Protection A Game Theory Perspective. ICCV 2017: 1491-1500 - [c199]Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz:
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images. ICCV 2017: 3706-3715 - [c198]Rakshith Shetty, Marcus Rohrbach, Lisa Anne Hendricks, Mario Fritz, Bernt Schiele:
Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training. ICCV 2017: 4155-4164 - [c197]Liqian Ma, Xu Jia, Qianru Sun, Bernt Schiele, Tinne Tuytelaars, Luc Van Gool:
Pose Guided Person Image Generation. NIPS 2017: 406-416 - [i70]Helge Rhodin, Christian Richardt, Dan Casas, Eldar Insafutdinov, Mohammad Shafiei, Hans-Peter Seidel, Bernt Schiele, Christian Theobalt:
EgoCap: Egocentric Marker-less Motion Capture with Two Fisheye Cameras (Extended Abstract). CoRR abs/1701.00142 (2017) - [i69]Seong Joon Oh, Rodrigo Benenson, Anna Khoreva, Zeynep Akata, Mario Fritz, Bernt Schiele:
Exploiting saliency for object segmentation from image level labels. CoRR abs/1701.08261 (2017) - [i68]Shanshan Zhang, Rodrigo Benenson, Bernt Schiele:
CityPersons: A Diverse Dataset for Pedestrian Detection. CoRR abs/1702.05693 (2017) - [i67]Yongqin Xian, Bernt Schiele, Zeynep Akata:
Zero-Shot Learning - The Good, the Bad and the Ugly. CoRR abs/1703.04394 (2017) - [i66]Seong Joon Oh, Mario Fritz, Bernt Schiele:
Adversarial Image Perturbation for Privacy Protection - A Game Theory Perspective. CoRR abs/1703.09471 (2017) - [i65]Anna Khoreva, Rodrigo Benenson, Eddy Ilg, Thomas Brox, Bernt Schiele:
Lucid Data Dreaming for Object Tracking. CoRR abs/1703.09554 (2017) - [i64]Rakshith Shetty, Marcus Rohrbach, Lisa Anne Hendricks, Mario Fritz, Bernt Schiele:
Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training. CoRR abs/1703.10476 (2017) - [i63]Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz:
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images. CoRR abs/1703.10660 (2017) - [i62]Anna Rohrbach, Marcus Rohrbach, Siyu Tang, Seong Joon Oh, Bernt Schiele:
Generating Descriptions with Grounded and Co-Referenced People. CoRR abs/1704.01518 (2017) - [i61]Qianru Sun, Bernt Schiele, Mario Fritz:
A Domain Based Approach to Social Relation Recognition. CoRR abs/1704.06456 (2017) - [i60]Jan Hendrik Hosang, Rodrigo Benenson, Bernt Schiele:
Learning non-maximum suppression. CoRR abs/1705.02950 (2017) - [i59]Liqian Ma, Xu Jia, Qianru Sun, Bernt Schiele, Tinne Tuytelaars, Luc Van Gool:
Pose Guided Person Image Generation. CoRR abs/1705.09368 (2017) - [i58]Yongqin Xian, Christoph H. Lampert, Bernt Schiele, Zeynep Akata:
Zero-Shot Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly. CoRR abs/1707.00600 (2017) - [i57]Yang He, Margret Keuper, Bernt Schiele, Mario Fritz:
Learning Dilation Factors for Semantic Segmentation of Street Scenes. CoRR abs/1709.01956 (2017) - [i56]Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele:
Person Recognition in Social Media Photos. CoRR abs/1710.03224 (2017) - [i55]Mykhaylo Andriluka, Umar Iqbal, Anton Milan, Eldar Insafutdinov, Leonid Pishchulin, Juergen Gall, Bernt Schiele:
PoseTrack: A Benchmark for Human Pose Estimation and Tracking. CoRR abs/1710.10000 (2017) - [i54]Seong Joon Oh, Max Augustin, Bernt Schiele, Mario Fritz:
Whitening Black-Box Neural Networks. CoRR abs/1711.01768 (2017) - [i53]Rakshith Shetty, Bernt Schiele, Mario Fritz:
A4NT: Author Attribute Anonymity by Adversarial Training of Neural Machine Translation. CoRR abs/1711.01921 (2017) - [i52]Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata, Anna Rohrbach, Bernt Schiele, Trevor Darrell, Marcus Rohrbach:
Attentive Explanations: Justifying Decisions and Pointing to the Evidence (Extended Abstract). CoRR abs/1711.07373 (2017) - [i51]Qianru Sun, Liqian Ma, Seong Joon Oh, Luc Van Gool, Bernt Schiele, Mario Fritz:
Natural and Effective Obfuscation by Head Inpainting. CoRR abs/1711.09001 (2017) - [i50]Apratim Bhattacharyya, Mario Fritz, Bernt Schiele:
Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty. CoRR abs/1711.09026 (2017) - [i49]Yongqin Xian, Tobias Lorenz, Bernt Schiele, Zeynep Akata:
Feature Generating Networks for Zero-Shot Learning. CoRR abs/1712.00981 (2017) - [i48]Tribhuvanesh Orekondy, Mario Fritz, Bernt Schiele:
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images. CoRR abs/1712.01066 (2017) - [i47]Liqian Ma, Qianru Sun, Stamatios Georgoulis, Luc Van Gool, Bernt Schiele, Mario Fritz:
Disentangled Person Image Generation. CoRR abs/1712.02621 (2017) - 2016
- [j39]Marcus Rohrbach, Anna Rohrbach, Michaela Regneri, Sikandar Amin, Mykhaylo Andriluka, Manfred Pinkal, Bernt Schiele:
Recognizing Fine-Grained and Composite Activities Using Hand-Centric Features and Script Data. Int. J. Comput. Vis. 119(3): 346-373 (2016) - [j38]Jan Hendrik Hosang, Rodrigo Benenson, Piotr Dollár, Bernt Schiele:
What Makes for Effective Detection Proposals? IEEE Trans. Pattern Anal. Mach. Intell. 38(4): 814-830 (2016) - [j37]Vasileios Belagiannis, Sikandar Amin, Mykhaylo Andriluka, Bernt Schiele, Nassir Navab, Slobodan Ilic:
3D Pictorial Structures Revisited: Multiple Human Pose Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 38(10): 1929-1942 (2016) - [j36]Helge Rhodin, Christian Richardt, Dan Casas, Eldar Insafutdinov, Mohammad Shafiei, Hans-Peter Seidel, Bernt Schiele, Christian Theobalt:
EgoCap: egocentric marker-less motion capture with two fisheye cameras. ACM Trans. Graph. 35(6): 162:1-162:11 (2016) - [c196]Scott E. Reed, Zeynep Akata, Honglak Lee, Bernt Schiele:
Learning Deep Representations of Fine-Grained Visual Descriptions. CVPR 2016: 49-58 - [c195]Zeynep Akata, Mateusz Malinowski, Mario Fritz, Bernt Schiele:
Multi-cue Zero-Shot Learning with Strong Supervision. CVPR 2016: 59-68 - [c194]Yongqin Xian, Zeynep Akata, Gaurav Sharma, Quynh Nguyen, Matthias Hein, Bernt Schiele:
Latent Embeddings for Zero-Shot Classification. CVPR 2016: 69-77 - [c193]Anna Khoreva, Rodrigo Benenson, Mohamed Omran, Matthias Hein, Bernt Schiele:
Weakly Supervised Object Boundaries. CVPR 2016: 183-192 - [c192]Shanshan Zhang, Rodrigo Benenson, Mohamed Omran, Jan Hendrik Hosang, Bernt Schiele:
How Far are We from Solving Pedestrian Detection? CVPR 2016: 1259-1267 - [c191]Maksim Lapin, Matthias Hein, Bernt Schiele:
Loss Functions for Top-k Error: Analysis and Insights. CVPR 2016: 1468-1477 - [c190]Marius Cordts, Mohamed Omran, Sebastian Ramos, Timo Rehfeld, Markus Enzweiler, Rodrigo Benenson, Uwe Franke, Stefan Roth, Bernt Schiele:
The Cityscapes Dataset for Semantic Urban Scene Understanding. CVPR 2016: 3213-3223 - [c189]Leonid Pishchulin, Eldar Insafutdinov, Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Peter V. Gehler, Bernt Schiele:
DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation. CVPR 2016: 4929-4937 - [c188]Jan Hendrik Hosang, Rodrigo Benenson, Bernt Schiele:
A Convnet for Non-maximum Suppression. GCPR 2016: 192-204 - [c187]Lisa Anne Hendricks, Zeynep Akata, Marcus Rohrbach, Jeff Donahue, Bernt Schiele, Trevor Darrell:
Generating Visual Explanations. ECCV (4) 2016: 3-19 - [c186]Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele:
Faceless Person Recognition: Privacy Implications in Social Media. ECCV (3) 2016: 19-35 - [c185]Eldar Insafutdinov, Leonid Pishchulin, Bjoern Andres, Mykhaylo Andriluka, Bernt Schiele:
DeeperCut: A Deeper, Stronger, and Faster Multi-person Pose Estimation Model. ECCV (6) 2016: 34-50 - [c184]Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Bernt Schiele:
Multi-person Tracking by Multicut and Deep Matching. ECCV Workshops (2) 2016: 100-111 - [c183]Anna Khoreva, Rodrigo Benenson, Fabio Galasso, Matthias Hein, Bernt Schiele:
Improved Image Boundaries for Better Video Segmentation. ECCV Workshops (3) 2016: 773-788 - [c182]Anna Rohrbach, Marcus Rohrbach, Ronghang Hu, Trevor Darrell, Bernt Schiele:
Grounding of Textual Phrases in Images by Reconstruction. ECCV (1) 2016: 817-834 - [c181]Scott E. Reed, Zeynep Akata, Xinchen Yan, Lajanugen Logeswaran, Bernt Schiele, Honglak Lee:
Generative Adversarial Text to Image Synthesis. ICML 2016: 1060-1069 - [c180]Paarijaat Aditya, Rijurekha Sen, Peter Druschel, Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele, Bobby Bhattacharjee, Tong Tong Wu:
Demo: I-Pic: A Platform for Privacy-Compliant Image Capture. MobiSys (Companion Volume) 2016: 93 - [c179]Paarijaat Aditya, Rijurekha Sen, Peter Druschel, Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele, Bobby Bhattacharjee, Tong Tong Wu:
I-Pic: A Platform for Privacy-Compliant Image Capture. MobiSys 2016: 235-248 - [c178]Scott E. Reed, Zeynep Akata, Santosh Mohan, Samuel Tenka, Bernt Schiele, Honglak Lee:
Learning What and Where to Draw. NIPS 2016: 217-225 - [p6]Michael Stark, Bernt Schiele, Ales Leonardis:
Visual Object Class Recognition. Springer Handbook of Robotics, 2nd Ed. 2016: 825-840 - [i46]Shanshan Zhang, Rodrigo Benenson, Mohamed Omran, Jan Hendrik Hosang, Bernt Schiele:
How Far are We from Solving Pedestrian Detection? CoRR abs/1602.01237 (2016) - [i45]Anna Khoreva, Rodrigo Benenson, Jan Hendrik Hosang, Matthias Hein, Bernt Schiele:
Weakly Supervised Semantic Labelling and Instance Segmentation. CoRR abs/1603.07485 (2016) - [i44]Lisa Anne Hendricks, Zeynep Akata, Marcus Rohrbach, Jeff Donahue, Bernt Schiele, Trevor Darrell:
Generating Visual Explanations. CoRR abs/1603.08507 (2016) - [i43]Zeynep Akata, Mateusz Malinowski, Mario Fritz, Bernt Schiele:
Multi-Cue Zero-Shot Learning with Strong Supervision. CoRR abs/1603.08754 (2016) - [i42]Yongqin Xian, Zeynep Akata, Gaurav Sharma, Quynh Nguyen, Matthias Hein, Bernt Schiele:
Latent Embeddings for Zero-shot Classification. CoRR abs/1603.08895 (2016) - [i41]Marius Cordts, Mohamed Omran, Sebastian Ramos, Timo Rehfeld, Markus Enzweiler, Rodrigo Benenson, Uwe Franke, Stefan Roth, Bernt Schiele:
The Cityscapes Dataset for Semantic Urban Scene Understanding. CoRR abs/1604.01685 (2016) - [i40]Eldar Insafutdinov, Leonid Pishchulin, Bjoern Andres, Mykhaylo Andriluka, Bernt Schiele:
DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model. CoRR abs/1605.03170 (2016) - [i39]Anna Rohrbach, Atousa Torabi, Marcus Rohrbach, Niket Tandon, Christopher J. Pal, Hugo Larochelle, Aaron C. Courville, Bernt Schiele:
Movie Description. CoRR abs/1605.03705 (2016) - [i38]Anna Khoreva, Rodrigo Benenson, Fabio Galasso, Matthias Hein, Bernt Schiele:
Improved Image Boundaries for Better Video Segmentation. CoRR abs/1605.03718 (2016) - [i37]Scott E. Reed, Zeynep Akata, Bernt Schiele, Honglak Lee:
Learning Deep Representations of Fine-grained Visual Descriptions. CoRR abs/1605.05395 (2016) - [i36]Scott E. Reed, Zeynep Akata, Xinchen Yan, Lajanugen Logeswaran, Bernt Schiele, Honglak Lee:
Generative Adversarial Text to Image Synthesis. CoRR abs/1605.05396 (2016) - [i35]Margret Keuper, Siyu Tang, Zhongjie Yu, Bjoern Andres, Thomas Brox, Bernt Schiele:
A Multi-cut Formulation for Joint Segmentation and Tracking of Multiple Objects. CoRR abs/1607.06317 (2016) - [i34]Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele:
Faceless Person Recognition; Privacy Implications in Social Media. CoRR abs/1607.08438 (2016) - [i33]Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Bernt Schiele:
Multi-Person Tracking by Multicut and Deep Matching. CoRR abs/1608.05404 (2016) - [i32]Helge Rhodin, Christian Richardt, Dan Casas, Eldar Insafutdinov, Mohammad Shafiei, Hans-Peter Seidel, Bernt Schiele, Christian Theobalt:
EgoCap: Egocentric Marker-less Motion Capture with Two Fisheye Cameras. CoRR abs/1609.07306 (2016) - [i31]Scott E. Reed, Zeynep Akata, Santosh Mohan, Samuel Tenka, Bernt Schiele, Honglak Lee:
Learning What and Where to Draw. CoRR abs/1610.02454 (2016) - [i30]Apratim Bhattacharyya, Mateusz Malinowski, Bernt Schiele, Mario Fritz:
Long-Term Image Boundary Extrapolation. CoRR abs/1611.08841 (2016) - [i29]Nour Karessli, Zeynep Akata, Andreas Bulling, Bernt Schiele:
Gaze Embeddings for Zero-Shot Image Classification. CoRR abs/1611.09309 (2016) - [i28]Eldar Insafutdinov, Mykhaylo Andriluka, Leonid Pishchulin, Siyu Tang, Evgeny Levinkov, Bjoern Andres, Bernt Schiele:
Articulated Multi-person Tracking in the Wild. CoRR abs/1612.01465 (2016) - [i27]Anna Khoreva, Federico Perazzi, Rodrigo Benenson, Bernt Schiele, Alexander Sorkine-Hornung:
Learning Video Object Segmentation from Static Images. CoRR abs/1612.02646 (2016) - [i26]Maksim Lapin, Matthias Hein, Bernt Schiele:
Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification. CoRR abs/1612.03663 (2016) - [i25]Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata, Bernt Schiele, Trevor Darrell, Marcus Rohrbach:
Attentive Explanations: Justifying Decisions and Pointing to the Evidence. CoRR abs/1612.04757 (2016) - 2015
- [j35]Bojan Pepik, Michael Stark, Peter V. Gehler, Bernt Schiele:
Multi-View and 3D Deformable Part Models. IEEE Trans. Pattern Anal. Mach. Intell. 37(11): 2232-2245 (2015) - [j34]David Bouget, Rodrigo Benenson, Mohamed Omran, Laurent Riffaud, Bernt Schiele, Pierre Jannin:
Detecting Surgical Tools by Modelling Local Appearance and Global Shape. IEEE Trans. Medical Imaging 34(12): 2603-2617 (2015) - [c177]Bojan Pepik, Michael Stark, Peter V. Gehler, Tobias Ritschel, Bernt Schiele:
3D object class detection in the wild. CVPR Workshops 2015: 1-10 - [c176]Anna Khoreva, Fabio Galasso, Matthias Hein, Bernt Schiele:
Classifier based graph construction for video segmentation. CVPR 2015: 951-960 - [c175]Shanshan Zhang, Rodrigo Benenson, Bernt Schiele:
Filtered channel features for pedestrian detection. CVPR 2015: 1751-1760 - [c174]Zeynep Akata, Scott E. Reed, Daniel Walter, Honglak Lee, Bernt Schiele:
Evaluation of output embeddings for fine-grained image classification. CVPR 2015: 2927-2936 - [c173]Anna Rohrbach, Marcus Rohrbach, Niket Tandon, Bernt Schiele:
A dataset for Movie Description. CVPR 2015: 3202-3212 - [c172]Ahmed Elhayek, Edilson de Aguiar, Arjun Jain, Jonathan Tompson, Leonid Pishchulin, Mykhaylo Andriluka, Christoph Bregler, Bernt Schiele, Christian Theobalt:
Efficient ConvNet-based marker-less motion capture in general scenes with a low number of cameras. CVPR 2015: 3810-3818 - [c171]Jan Hendrik Hosang, Mohamed Omran, Rodrigo Benenson, Bernt Schiele:
Taking a deeper look at pedestrians. CVPR 2015: 4073-4082 - [c170]Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Bernt Schiele:
Subgraph decomposition for multi-target tracking. CVPR 2015: 5033-5041 - [c169]Anna Rohrbach, Marcus Rohrbach, Bernt Schiele:
The Long-Short Story of Movie Description. GCPR 2015: 209-221 - [c168]Bojan Pepik, Rodrigo Benenson, Tobias Ritschel, Bernt Schiele:
What Is Holding Back Convnets for Detection? GCPR 2015: 517-528 - [c167]Gaurav Sharma, Bernt Schiele:
Scalable Nonlinear Embeddings for Semantic Category-Based Image Retrieval. ICCV 2015: 1296-1304 - [c166]Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele:
Person Recognition in Personal Photo Collections. ICCV 2015: 3862-3870 - [c165]Maksim Lapin, Matthias Hein, Bernt Schiele:
Top-k Multiclass SVM. NIPS 2015: 325-333 - [c164]Pratik Jawanpuria, Maksim Lapin, Matthias Hein, Bernt Schiele:
Efficient Output Kernel Learning for Multiple Tasks. NIPS 2015: 1189-1197 - [p5]Bernt Schiele, Christian Wojek:
Kamerabasierte Fußgängerdetektion. Handbuch Fahrerassistenzsysteme 2015: 421-435 - [p4]Rolf Isermann, Andree Hohm, Roman Mannale, Bernt Schiele, Ken Schmitt, Hermann Winner, Christian Wojek:
Antikollisionssystem PRORETA - Integrierte Lösung zur Vermeidung von Überholunfällen. Handbuch Fahrerassistenzsysteme 2015: 1093-1101 - [i24]Anna Rohrbach, Marcus Rohrbach, Niket Tandon, Bernt Schiele:
A Dataset for Movie Description. CoRR abs/1501.02530 (2015) - [i23]Shanshan Zhang, Rodrigo Benenson, Bernt Schiele:
Filtered Channel Features for Pedestrian Detection. CoRR abs/1501.05759 (2015) - [i22]Jan Hendrik Hosang, Mohamed Omran, Rodrigo Benenson, Bernt Schiele:
Taking a Deeper Look at Pedestrians. CoRR abs/1501.05790 (2015) - [i21]Jan Hendrik Hosang, Rodrigo Benenson, Piotr Dollár, Bernt Schiele:
What makes for effective detection proposals? CoRR abs/1502.05082 (2015) - [i20]Marcus Rohrbach, Anna Rohrbach, Michaela Regneri, Sikandar Amin, Mykhaylo Andriluka, Manfred Pinkal, Bernt Schiele:
Recognizing Fine-Grained and Composite Activities using Hand-Centric Features and Script Data. CoRR abs/1502.06648 (2015) - [i19]Bojan Pepik, Michael Stark, Peter V. Gehler, Tobias Ritschel, Bernt Schiele:
3D Object Class Detection in the Wild. CoRR abs/1503.05038 (2015) - [i18]Leonid Pishchulin, Stefanie Wuhrer, Thomas Helten, Christian Theobalt, Bernt Schiele:
Building Statistical Shape Spaces for 3D Human Modeling. CoRR abs/1503.05860 (2015) - [i17]Anna Rohrbach, Marcus Rohrbach, Bernt Schiele:
The Long-Short Story of Movie Description. CoRR abs/1506.01698 (2015) - [i16]Bojan Pepik, Rodrigo Benenson, Tobias Ritschel, Bernt Schiele:
What is Holding Back Convnets for Detection? CoRR abs/1508.02844 (2015) - [i15]Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele:
Person Recognition in Personal Photo Collections. CoRR abs/1509.03502 (2015) - [i14]Gaurav Sharma, Bernt Schiele:
Scalable Nonlinear Embeddings for Semantic Category-based Image Retrieval. CoRR abs/1509.08902 (2015) - [i13]Anna Rohrbach, Marcus Rohrbach, Ronghang Hu, Trevor Darrell, Bernt Schiele:
Grounding of Textual Phrases in Images by Reconstruction. CoRR abs/1511.03745 (2015) - [i12]Pratik Jawanpuria, Maksim Lapin, Matthias Hein, Bernt Schiele:
Efficient Output Kernel Learning for Multiple Tasks. CoRR abs/1511.05706 (2015) - [i11]Jan Hendrik Hosang, Rodrigo Benenson, Bernt Schiele:
A convnet for non-maximum suppression. CoRR abs/1511.06437 (2015) - [i10]Leonid Pishchulin, Eldar Insafutdinov, Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Peter V. Gehler, Bernt Schiele:
DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation. CoRR abs/1511.06645 (2015) - [i9]Maksim Lapin, Matthias Hein, Bernt Schiele:
Top-k Multiclass SVM. CoRR abs/1511.06683 (2015) - [i8]Anna Khoreva, Rodrigo Benenson, Mohamed Omran, Matthias Hein, Bernt Schiele:
Weakly Supervised Object Boundaries. CoRR abs/1511.07803 (2015) - [i7]Maksim Lapin, Matthias Hein, Bernt Schiele:
Loss Functions for Top-k Error: Analysis and Insights. CoRR abs/1512.00486 (2015) - 2014
- [j33]Andreas Bulling, Ulf Blanke, Bernt Schiele:
A tutorial on human activity recognition using body-worn inertial sensors. ACM Comput. Surv. 46(3): 33:1-33:33 (2014) - [j32]Siyu Tang, Mykhaylo Andriluka, Bernt Schiele:
Detection and Tracking of Occluded People. Int. J. Comput. Vis. 110(1): 58-69 (2014) - [j31]Maksim Lapin, Matthias Hein, Bernt Schiele:
Learning using privileged information: SV M+ and weighted SVM. Neural Networks 53: 95-108 (2014) - [c163]Jan Hendrik Hosang, Rodrigo Benenson, Bernt Schiele:
How good are detection proposals, really?. BMVC 2014 - [c162]Fabio Galasso, Margret Keuper, Thomas Brox, Bernt Schiele:
Spectral Graph Reduction for Efficient Image and Streaming Video Segmentation. CVPR 2014: 49-56 - [c161]Maksim Lapin, Bernt Schiele, Matthias Hein:
Scalable Multitask Representation Learning for Scene Classification. CVPR 2014: 1434-1441 - [c160]Vasileios Belagiannis, Sikandar Amin, Mykhaylo Andriluka, Bernt Schiele, Nassir Navab, Slobodan Ilic:
3D Pictorial Structures for Multiple Human Pose Estimation. CVPR 2014: 1669-1676 - [c159]Mykhaylo Andriluka, Leonid Pishchulin, Peter V. Gehler, Bernt Schiele:
2D Human Pose Estimation: New Benchmark and State of the Art Analysis. CVPR 2014: 3686-3693 - [c158]Anna Rohrbach, Marcus Rohrbach, Wei Qiu, Annemarie Friedrich, Manfred Pinkal, Bernt Schiele:
Coherent Multi-sentence Video Description with Variable Level of Detail. GCPR 2014: 184-195 - [c157]Leonid Pishchulin, Mykhaylo Andriluka, Bernt Schiele:
Fine-Grained Activity Recognition with Holistic and Pose Based Features. GCPR 2014: 678-689 - [c156]Anna Khoreva, Fabio Galasso, Matthias Hein, Bernt Schiele:
Learning Must-Link Constraints for Video Segmentation Based on Spectral Clustering. GCPR 2014: 701-712 - [c155]Thomas Brox, Fabio Galasso, Fuxin Li, James Matthew Rehg, Bernt Schiele:
First International Workshop on Video Segmentation - Panel Discussion. ECCV Workshops (4) 2014: 383-388 - [c154]Rodrigo Benenson, Mohamed Omran, Jan Hendrik Hosang, Bernt Schiele:
Ten Years of Pedestrian Detection, What Have We Learned? ECCV Workshops (2) 2014: 613-627 - [c153]Vasileios Belagiannis, Xinchao Wang, Bernt Schiele, Pascal Fua, Slobodan Ilic, Nassir Navab:
Multiple Human Pose Estimation with Temporally Consistent 3D Pictorial Structures. ECCV Workshops (1) 2014: 742-754 - [c152]Bojan Pepik, Michael Stark, Peter V. Gehler, Bernt Schiele:
Multi-View Priors for Learning Detectors from Sparse Viewpoint Data. ICLR (Poster) 2014 - [e14]David J. Fleet, Tomás Pajdla, Bernt Schiele, Tinne Tuytelaars:
Computer Vision - ECCV 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part I. Lecture Notes in Computer Science 8689, Springer 2014, ISBN 978-3-319-10589-5 [contents] - [e13]David J. Fleet, Tomás Pajdla, Bernt Schiele, Tinne Tuytelaars:
Computer Vision - ECCV 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part II. Lecture Notes in Computer Science 8690, Springer 2014, ISBN 978-3-319-10604-5 [contents] - [e12]David J. Fleet, Tomás Pajdla, Bernt Schiele, Tinne Tuytelaars:
Computer Vision - ECCV 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part III. Lecture Notes in Computer Science 8691, Springer 2014, ISBN 978-3-319-10577-2 [contents] - [e11]David J. Fleet, Tomás Pajdla, Bernt Schiele, Tinne Tuytelaars:
Computer Vision - ECCV 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part IV. Lecture Notes in Computer Science 8692, Springer 2014, ISBN 978-3-319-10592-5 [contents] - [e10]David J. Fleet, Tomás Pajdla, Bernt Schiele, Tinne Tuytelaars:
Computer Vision - ECCV 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part V. Lecture Notes in Computer Science 8693, Springer 2014, ISBN 978-3-319-10601-4 [contents] - [e9]David J. Fleet, Tomás Pajdla, Bernt Schiele, Tinne Tuytelaars:
Computer Vision - ECCV 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part VI. Lecture Notes in Computer Science 8694, Springer 2014, ISBN 978-3-319-10598-7 [contents] - [e8]David J. Fleet, Tomás Pajdla, Bernt Schiele, Tinne Tuytelaars:
Computer Vision - ECCV 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part VII. Lecture Notes in Computer Science 8695, Springer 2014, ISBN 978-3-319-10583-3 [contents] - [i6]Anna Senina, Marcus Rohrbach, Wei Qiu, Annemarie Friedrich, Sikandar Amin, Mykhaylo Andriluka, Manfred Pinkal, Bernt Schiele:
Coherent Multi-Sentence Video Description with Variable Level of Detail. CoRR abs/1403.6173 (2014) - [i5]Leonid Pishchulin, Mykhaylo Andriluka, Bernt Schiele:
Fine-grained Activity Recognition with Holistic and Pose based Features. CoRR abs/1406.1881 (2014) - [i4]Jan Hendrik Hosang, Rodrigo Benenson, Bernt Schiele:
How good are detection proposals, really? CoRR abs/1406.6962 (2014) - [i3]Zeynep Akata, Honglak Lee, Bernt Schiele:
Zero-Shot Learning with Structured Embeddings. CoRR abs/1409.8403 (2014) - [i2]Rodrigo Benenson, Mohamed Omran, Jan Hendrik Hosang, Bernt Schiele:
Ten Years of Pedestrian Detection, What Have We Learned? CoRR abs/1411.4304 (2014) - 2013
- [j30]Christian Wojek, Stefan Walk, Stefan Roth, Konrad Schindler, Bernt Schiele:
Monocular Visual Scene Understanding: Understanding Multi-Object Traffic Scenes. IEEE Trans. Pattern Anal. Mach. Intell. 35(4): 882-897 (2013) - [j29]M. Zeeshan Zia, Michael Stark, Bernt Schiele, Konrad Schindler:
Detailed 3D Representations for Object Recognition and Modeling. IEEE Trans. Pattern Anal. Mach. Intell. 35(11): 2608-2623 (2013) - [j28]Michaela Regneri, Marcus Rohrbach, Dominikus Wetzel, Stefan Thater, Bernt Schiele, Manfred Pinkal:
Grounding Action Descriptions in Videos. Trans. Assoc. Comput. Linguistics 1: 25-36 (2013) - [c151]Bernt Schiele:
Keynote lecture 1: "Visual scene understanding - It's time to address it again". AVSS 2013 - [c150]Sikandar Amin, Mykhaylo Andriluka, Marcus Rohrbach, Bernt Schiele:
Multi-view Pictorial Structures for 3D Human Pose Estimation. BMVC 2013 - [c149]Leonid Pishchulin, Mykhaylo Andriluka, Peter V. Gehler, Bernt Schiele:
Poselet Conditioned Pictorial Structures. CVPR 2013: 588-595 - [c148]Bojan Pepik, Michael Stark, Peter V. Gehler, Bernt Schiele:
Occlusion Patterns for Object Class Detection. CVPR 2013: 3286-3293 - [c147]Marcus Rohrbach, Wei Qiu, Ivan Titov, Stefan Thater, Manfred Pinkal, Bernt Schiele:
Translating Video Content to Natural Language Descriptions. ICCV 2013: 433-440 - [c146]Siyu Tang, Mykhaylo Andriluka, Anton Milan, Konrad Schindler, Stefan Roth, Bernt Schiele:
Learning People Detectors for Tracking in Crowded Scenes. ICCV 2013: 1049-1056 - [c145]Leonid Pishchulin, Mykhaylo Andriluka, Peter V. Gehler, Bernt Schiele:
Strong Appearance and Expressive Spatial Models for Human Pose Estimation. ICCV 2013: 3487-3494 - [c144]Fabio Galasso, Naveen Shankar Nagaraja, Tatiana Jimenez Cardenas, Thomas Brox, Bernt Schiele:
A Unified Video Segmentation Benchmark: Annotation, Metrics and Analysis. ICCV 2013: 3527-3534 - [c143]Marcus Rohrbach, Sandra Ebert, Bernt Schiele:
Transfer Learning in a Transductive Setting. NIPS 2013: 46-54 - [c142]Gerald Bauer, Ulf Blanke, Paul Lukowicz, Bernt Schiele:
User independent, multi-modal spotting of subtle arm actions with minimal training data. PerCom Workshops 2013: 8-13 - [p3]Sandra Ebert, Bernt Schiele:
Where Next in Object Recognition and how much Supervision Do We Need? Advanced Topics in Computer Vision 2013: 35-64 - [e7]Joachim Weickert, Matthias Hein, Bernt Schiele:
Pattern Recognition - 35th German Conference, GCPR 2013, Saarbrücken, Germany, September 3-6, 2013. Proceedings. Lecture Notes in Computer Science 8142, Springer 2013, ISBN 978-3-642-40601-0 [contents] - [i1]Maksim Lapin, Matthias Hein, Bernt Schiele:
Learning Using Privileged Information: SVM+ and Weighted SVM. CoRR abs/1306.3161 (2013) - 2012
- [j27]Mykhaylo Andriluka, Stefan Roth, Bernt Schiele:
Discriminative Appearance Models for Pictorial Structures. Int. J. Comput. Vis. 99(3): 259-280 (2012) - [j26]Piotr Dollár, Christian Wojek, Bernt Schiele, Pietro Perona:
Pedestrian Detection: An Evaluation of the State of the Art. IEEE Trans. Pattern Anal. Mach. Intell. 34(4): 743-761 (2012) - [c141]Sandra Ebert, Mario Fritz, Bernt Schiele:
Semi-Supervised Learning on a Budget: Scaling Up to Large Datasets. ACCV (1) 2012: 232-245 - [c140]Fabio Galasso, Roberto Cipolla, Bernt Schiele:
Video Segmentation with Superpixels. ACCV (1) 2012: 760-774 - [c139]Michael Stark, Jonathan Krause, Bojan Pepik, David Meger, James J. Little, Bernt Schiele, Daphne Koller:
Fine-Grained Categorization for 3D Scene Understanding. BMVC 2012: 1-12 - [c138]Siyu Tang, Mykhaylo Andriluka, Bernt Schiele:
Detection and Tracking of Occluded People. BMVC 2012: 1-11 - [c137]Marcus Rohrbach, Sikandar Amin, Mykhaylo Andriluka, Bernt Schiele:
A database for fine grained activity detection of cooking activities. CVPR 2012: 1194-1201 - [c136]Leonid Pishchulin, Arjun Jain, Mykhaylo Andriluka, Thorsten Thormählen, Bernt Schiele:
Articulated people detection and pose estimation: Reshaping the future. CVPR 2012: 3178-3185 - [c135]Bojan Pepik, Michael Stark, Peter V. Gehler, Bernt Schiele:
Teaching 3D geometry to deformable part models. CVPR 2012: 3362-3369 - [c134]Sandra Ebert, Mario Fritz, Bernt Schiele:
RALF: A reinforced active learning formulation for object class recognition. CVPR 2012: 3626-3633 - [c133]Sandra Ebert, Mario Fritz, Bernt Schiele:
Active Metric Learning for Object Recognition. DAGM/OAGM Symposium 2012: 327-336 - [c132]Wandi Susanto, Marcus Rohrbach, Bernt Schiele:
3D Object Detection with Multiple Kinects. ECCV Workshops (2) 2012: 93-102 - [c131]Marcus Rohrbach, Michaela Regneri, Mykhaylo Andriluka, Sikandar Amin, Manfred Pinkal, Bernt Schiele:
Script Data for Attribute-Based Recognition of Composite Activities. ECCV (1) 2012: 144-157 - [c130]Bojan Pepik, Peter V. Gehler, Michael Stark, Bernt Schiele:
3D2PM - 3D Deformable Part Models. ECCV (6) 2012: 356-370 - 2011
- [j25]Maja Stikic, Diane Larlus, Sandra Ebert, Bernt Schiele:
Weakly Supervised Recognition of Daily Life Activities with Wearable Sensors. IEEE Trans. Pattern Anal. Mach. Intell. 33(12): 2521-2537 (2011) - [c129]David Meger, Christian Wojek, James J. Little, Bernt Schiele:
Explicit Occlusion Reasoning for 3D Object Detection. BMVC 2011: 1-11 - [c128]Leonid Pishchulin, Arjun Jain, Christian Wojek, Thorsten Thormählen, Bernt Schiele:
In Good Shape: Robust People Detection based on Appearance and Shape. BMVC 2011: 1-12 - [c127]Leonid Pishchulin, Arjun Jain, Christian Wojek, Mykhaylo Andriluka, Thorsten Thormählen, Bernt Schiele:
Learning people detection models from few training samples. CVPR 2011: 1473-1480 - [c126]Marcus Rohrbach, Michael Stark, Bernt Schiele:
Evaluating knowledge transfer and zero-shot learning in a large-scale setting. CVPR 2011: 1641-1648 - [c125]Christian Wojek, Stefan Walk, Stefan Roth, Bernt Schiele:
Monocular 3D scene understanding with explicit occlusion reasoning. CVPR 2011: 1993-2000 - [c124]Sandra Ebert, Mario Fritz, Bernt Schiele:
Pick Your Neighborhood - Improving Labels and Neighborhood Structure for Label Propagation. DAGM-Symposium 2011: 152-162 - [c123]Jie Yu, Dirk Farin, Bernt Schiele:
Multi-target Tracking in Crowded Scenes. DAGM-Symposium 2011: 406-415 - [c122]M. Zeeshan Zia, Michael Stark, Bernt Schiele, Konrad Schindler:
Revisiting 3D geometric models for accurate object shape and pose. ICCV Workshops 2011: 569-576 - [c121]Ulf Blanke, Robert Rehner, Bernt Schiele:
South by South-East or Sitting at the Desk: Can Orientation be a Place? ISWC 2011: 43-46 - 2010
- [j24]Mario Fritz, Geert-Jan M. Kruijff, Bernt Schiele:
Tutor-based learning of visual categories using different levels of supervision. Comput. Vis. Image Underst. 114(5): 564-573 (2010) - [c120]Michael Stark, Michael Goesele, Bernt Schiele:
Back to the Future: Learning Shape Models from 3D CAD Data. BMVC 2010: 1-11 - [c119]Paul Schnitzspan, Stefan Roth, Bernt Schiele:
Automatic discovery of meaningful object parts with latent CRFs. CVPR 2010: 121-128 - [c118]Mykhaylo Andriluka, Stefan Roth, Bernt Schiele:
Monocular 3D pose estimation and tracking by detection. CVPR 2010: 623-630 - [c117]Marcus Rohrbach, Michael Stark, György Szarvas, Iryna Gurevych, Bernt Schiele:
What helps where - and why? Semantic relatedness for knowledge transfer. CVPR 2010: 910-917 - [c116]Markus Enzweiler, Angela Eigenstetter, Bernt Schiele, Dariu M. Gavrila:
Multi-cue pedestrian classification with partial occlusion handling. CVPR 2010: 990-997 - [c115]Stefan Walk, Nikodem Majer, Konrad Schindler, Bernt Schiele:
New features and insights for pedestrian detection. CVPR 2010: 1030-1037 - [c114]Marcus Rohrbach, Michael Stark, György Szarvas, Bernt Schiele:
Combining Language Sources and Robust Semantic Relatedness for Attribute-Based Knowledge Transfer. ECCV Workshops (1) 2010: 15-28 - [c113]Stefan Walk, Konrad Schindler, Bernt Schiele:
Disparity Statistics for Pedestrian Detection: Combining Appearance, Motion and Stereo. ECCV (6) 2010: 182-195 - [c112]Christian Wojek, Stefan Roth, Konrad Schindler, Bernt Schiele:
Monocular 3D Scene Modeling and Inference: Understanding Multi-Object Traffic Scenes. ECCV (4) 2010: 467-481 - [c111]Sandra Ebert, Diane Larlus, Bernt Schiele:
Extracting Structures in Image Collections for Object Recognition. ECCV (1) 2010: 720-733 - [c110]Jie Yu, Dirk Farin, Christof Kruger, Bernt Schiele:
Improving person detection using synthetic training data. ICIP 2010: 3477-3480 - [c109]Mykhaylo Andriluka, Paul Schnitzspan, Johannes Meyer, Stefan Kohlbrecher, Karen Petersen, Oskar von Stryk, Stefan Roth, Bernt Schiele:
Vision based victim detection from unmanned aerial vehicles. IROS 2010: 1740-1747 - [c108]Ulf Blanke, Bernt Schiele:
Remember and transfer what you have learned - recognizing composite activities based on activity spotting. ISWC 2010: 1-8 - [c107]Ulf Blanke, Bernt Schiele:
Towards human motion capturing using gyroscopeless orientation estimation. ISWC 2010: 1-2 - [c106]Ulf Blanke, Bernt Schiele, Matthias Kreil, Paul Lukowicz, Bernhard Sick, Thiemo Gruber:
All for one or one for all? Combining heterogeneous features for activity spotting. PerCom Workshops 2010: 18-24 - [c105]Ulrich Steinhoff, Bernt Schiele:
Dead reckoning from the pocket - An experimental study. PerCom 2010: 162-170 - [c104]Johannes Meyer, Paul Schnitzspan, Stefan Kohlbrecher, Karen Petersen, Mykhaylo Andriluka, Oliver Schwahn, Uwe Klingauf, Stefan Roth, Bernt Schiele, Oskar von Stryk:
A Semantic World Model for Urban Search and Rescue Based on Heterogeneous Sensors. RoboCup 2010: 180-193 - [c103]Eugen Berlin, Jun Liu, Kristof Van Laerhoven, Bernt Schiele:
Coming to grips with the objects we grasp: detecting interactions with efficient wrist-worn sensors. TEI 2010: 57-64 - [p2]Mario Fritz, Mykhaylo Andriluka, Sanja Fidler, Michael Stark, Ales Leonardis, Bernt Schiele:
Categorical Perception. Cognitive Systems 2010: 131-164 - [p1]Danijel Skocaj, Matej Kristan, Alen Vrecko, Ales Leonardis, Mario Fritz, Michael Stark, Bernt Schiele, Somboon Hongeng, Jeremy L. Wyatt:
Multi-modal Learning. Cognitive Systems 2010: 265-309 - [e6]Michael Goesele, Stefan Roth, Arjan Kuijper, Bernt Schiele, Konrad Schindler:
Pattern Recognition - 32nd DAGM Symposium, Darmstadt, Germany, September 22-24, 2010. Proceedings. Lecture Notes in Computer Science 6376, Springer 2010, ISBN 978-3-642-15985-5 [contents]
2000 – 2009
- 2009
- [c102]Piotr Dollár, Christian Wojek, Bernt Schiele, Pietro Perona:
Pedestrian detection: A benchmark. CVPR 2009: 304-311 - [c101]Christian Wojek, Stefan Walk, Bernt Schiele:
Multi-cue onboard pedestrian detection. CVPR 2009: 794-801 - [c100]Mykhaylo Andriluka, Stefan Roth, Bernt Schiele:
Pictorial structures revisited: People detection and articulated pose estimation. CVPR 2009: 1014-1021 - [c99]Paul Schnitzspan, Mario Fritz, Stefan Roth, Bernt Schiele:
Discriminative structure learning of hierarchical representations for object detection. CVPR 2009: 2238-2245 - [c98]Michael Stark, Michael Goesele, Bernt Schiele:
A shape-based object class model for knowledge transfer. ICCV 2009: 373-380 - [c97]Michael Stark, Michael Goesele, Bernt Schiele:
Shading cues for object class detection. ICCV Workshops 2009: 649-656 - [c96]Kristof Van Laerhoven, Eugen Berlin, Bernt Schiele:
Enabling Efficient Time Series Analysis for Wearable Activity Data. ICMLA 2009: 392-397 - [c95]Maja Stikic, Diane Larlus, Bernt Schiele:
Multi-graph Based Semi-supervised Learning for Activity Recognition. ISWC 2009: 85-92 - [c94]Andreas Zinnen, Ulf Blanke, Bernt Schiele:
An Analysis of Sensor-Oriented vs. Model-Based Activity Recognition. ISWC 2009: 93-100 - [c93]Ulrich Steinhoff, Bernt Schiele:
An Exploration of Daily Routine Modeling Based on Bluetooth and GSM-Data. ISWC 2009: 141-142 - [c92]Andreas Zinnen, Christian Wojek, Bernt Schiele:
Multi Activity Recognition Based on Bodymodel-Derived Primitives. LoCA 2009: 1-18 - [c91]Maja Stikic, Bernt Schiele:
Activity Recognition from Sparsely Labeled Data Using Multi-Instance Learning. LoCA 2009: 156-173 - [c90]Ulf Blanke, Bernt Schiele:
Daily Routine Recognition through Activity Spotting. LoCA 2009: 192-206 - [c89]Eugen Berlin, Kristof Van Laerhoven, Bernt Schiele, Pablo Ezequiel Guerrero, Arthur Herzog, Daniel Jacobi, Alejandro P. Buchmann:
Whac-A-Bee: a sensor network game. SenSys 2009: 333-334 - [e5]Mario Fritz, Bernt Schiele, Justus H. Piater:
Computer Vision Systems, 7th International Conference on Computer Vision Systems, ICVS 2009, Liège, Belgium, October 13-15, 2009, Proceedings. Lecture Notes in Computer Science 5815, Springer 2009, ISBN 978-3-642-04666-7 [contents] - 2008
- [j23]Bastian Leibe, Ales Leonardis, Bernt Schiele:
Robust Object Detection with Interleaved Categorization and Segmentation. Int. J. Comput. Vis. 77(1-3): 259-289 (2008) - [j22]Bernt Schiele:
Sensory Augmented Computing and its Potential for Human-Computer Interaction (Sensorunterstützte Computersysteme und deren Potenzial für die Mensch-Maschine-Interaktion). it Inf. Technol. 50(1): 40-44 (2008) - [j21]Bastian Leibe, Alan Ettlin, Bernt Schiele:
Learning semantic object parts for object categorization. Image Vis. Comput. 26(1): 15-26 (2008) - [j20]Bernt Schiele:
2007's Wearable Computing Advances. IEEE Pervasive Comput. 7(1): 82-84 (2008) - [c88]Mykhaylo Andriluka, Stefan Roth, Bernt Schiele:
People-tracking-by-detection and people-detection-by-tracking. CVPR 2008 - [c87]Mario Fritz, Bernt Schiele:
Decomposition, discovery and detection of visual categories using topic models. CVPR 2008 - [c86]Christian Wojek, Gyuri Dorkó, André Schulz, Bernt Schiele:
Sliding-Windows for Rapid Object Class Localization: A Parallel Technique. DAGM-Symposium 2008: 71-81 - [c85]Christian Wojek, Bernt Schiele:
A Performance Evaluation of Single and Multi-feature People Detection. DAGM-Symposium 2008: 82-91 - [c84]Paul Schnitzspan, Mario Fritz, Bernt Schiele:
Hierarchical Support Vector Random Fields: Joint Training to Combine Local and Global Features. ECCV (2) 2008: 527-540 - [c83]Christian Wojek, Bernt Schiele:
A Dynamic Conditional Random Field Model for Joint Labeling of Object and Scene Classes. ECCV (4) 2008: 733-747 - [c82]David Molyneaux, Hans Gellersen, Bernt Schiele:
Vision-Based Detection of Mobile Smart Objects. EuroSSC 2008: 27-40 - [c81]Tâm Huynh, Mario Fritz, Bernt Schiele:
Discovery of activity patterns using topic models. UbiComp 2008: 10-19 - [c80]Michael Stark, Philipp Lies, Michael Zillich, Jeremy L. Wyatt, Bernt Schiele:
Functional Object Class Detection Based on Learned Affordance Cues. ICVS 2008: 435-444 - [c79]Andreas Zinnen, Bernt Schiele:
A new approach to enable gesture recognition in continuous data streams. ISWC 2008: 33-40 - [c78]Kristof Van Laerhoven, David Kilian, Bernt Schiele:
Using rhythm awareness in long-term activity recognition. ISWC 2008: 63-66 - [c77]Kristof Van Laerhoven, Marko Borazio, David Kilian, Bernt Schiele:
Sustained logging and discrimination of sleep postures with low-level, wrist-worn sensors. ISWC 2008: 69-76 - [c76]Maja Stikic, Kristof Van Laerhoven, Bernt Schiele:
Exploring semi-supervised and active learning for activity recognition. ISWC 2008: 81-88 - [c75]Maja Stikic, Tâm Huynh, Kristof Van Laerhoven, Bernt Schiele:
ADL recognition based on the combination of RFID and accelerometer sensing. PervasiveHealth 2008: 258-263 - [c74]Roland Perko, Christian Wojek, Bernt Schiele, Ales Leonardis:
Integrating Visual Context and Object Detection within a Probabilistic Framework. WAPCV 2008: 54-68 - 2007
- [j19]Julia Vogel, Bernt Schiele:
Semantic Modeling of Natural Scenes for Content-Based Image Retrieval. Int. J. Comput. Vis. 72(2): 133-157 (2007) - [j18]Nicky Kern, Bernt Schiele, Albrecht Schmidt:
Recognizing context for annotating a live life recording. Pers. Ubiquitous Comput. 11(4): 251-263 (2007) - [c73]Victoria Carlsson, Bernt Schiele:
Towards systematic research of multimodal interfaces for non-desktop work scenarios. CHI Extended Abstracts 2007: 1715-1720 - [c72]Edgar Seemann, Mario Fritz, Bernt Schiele:
Towards Robust Pedestrian Detection in Crowded Image Sequences. CVPR 2007 - [c71]Ulrich Steinhoff, Dusan Omercevic, Roland Perko, Bernt Schiele, Ales Leonardis:
How Computer Vision Can Help in Outdoor Positioning. AmI 2007: 124-141 - [c70]Andreas Zinnen, Kristof Van Laerhoven, Bernt Schiele:
Toward Recognition of Short and Non-repetitive Activities from Wearable Sensors. AmI 2007: 142-158 - [c69]Bernt Schiele:
Visual Object Class Recognition combining Generative and Discriminative Methods. HIS 2007: 5 - [c68]David Molyneaux, Hans Gellersen, Gerd Kortuem, Bernt Schiele:
Cooperative Augmentation of Smart Objects with Projector-Camera Systems. UbiComp 2007: 501-518 - [c67]Michael Stark, Bernt Schiele:
How Good are Local Features for Classes of Geometric Objects. ICCV 2007: 1-8 - [c66]Andreas Zinnen, Bernt Schiele, Thomas Ziegert:
Browsing patient records during ward rounds with a body worn gyroscope. ISWC 2007: 107-108 - [c65]Tâm Huynh, Ulf Blanke, Bernt Schiele:
Scalable Recognition of Daily Activities with Wearable Sensors. LoCA 2007: 50-67 - [e4]Bernt Schiele, Anind K. Dey, Hans Gellersen, Boris E. R. de Ruyter, Manfred Tscheligi, Reiner Wichert, Emile H. L. Aarts, Alejandro P. Buchmann:
Ambient Intelligence, European Conference, AmI 2007, Darmstadt, Germany, November 7-10, 2007, Proceedings. Lecture Notes in Computer Science 4794, Springer 2007, ISBN 978-3-540-76651-3 [contents] - [e3]Jeffrey Hightower, Bernt Schiele, Thomas Strang:
Location- and Context-Awareness, Third International Symposium, LoCA 2007, Oberpfaffenhofen, Germany, September 20-21, 2007, Proceedings. Lecture Notes in Computer Science 4718, Springer 2007, ISBN 978-3-540-75159-5 [contents] - 2006
- [j17]Bernt Schiele:
Model-free tracking of cars and people based on color regions. Image Vis. Comput. 24(11): 1172-1178 (2006) - [j16]Julia Vogel, Bernt Schiele:
Performance evaluation and optimization for content-based image retrieval. Pattern Recognit. 39(5): 897-909 (2006) - [j15]Adrian Schwaninger, Julia Vogel, Franziska Hofer, Bernt Schiele:
A psychophysically plausible model for typicality ranking of natural scenes. ACM Trans. Appl. Percept. 3(4): 333-353 (2006) - [c64]Bastian Leibe, Krystian Mikolajczyk, Bernt Schiele:
Efficient Clustering and Matching for Object Class Recognition. BMVC 2006: 789-798 - [c63]Bastian Leibe, Krystian Mikolajczyk, Bernt Schiele:
Segmentation Based Multi-Cue Integration for Object Detection. BMVC 2006: 1169-1178 - [c62]Bastian Leibe, Ales Leonardis, Bernt Schiele:
An Implicit Shape Model for Combined Object Categorization and Segmentation. Toward Category-Level Object Recognition 2006: 508-524 - [c61]Krystian Mikolajczyk, Bastian Leibe, Bernt Schiele:
Multiple Object Class Detection with a Generative Model. CVPR (1) 2006: 26-36 - [c60]Edgar Seemann, Bastian Leibe, Bernt Schiele:
Multi-Aspect Detection of Articulated Objects. CVPR (2) 2006: 1582-1588 - [c59]Alexander Thomas, Vittorio Ferrari, Bastian Leibe, Tinne Tuytelaars, Bernt Schiele, Luc Van Gool:
Towards Multi-View Object Class Detection. CVPR (2) 2006: 1589-1596 - [c58]Mario Fritz, Bernt Schiele:
Towards Unsupervised Discovery of Visual Categories. DAGM-Symposium 2006: 232-241 - [c57]Edgar Seemann, Bernt Schiele:
Cross-Articulation Learning for Robust Detection of Pedestrians. DAGM-Symposium 2006: 242-252 - [c56]Bastian Leibe, Bernt Schiele:
Interleaving Object Categorization and Segmentation. Cognitive Vision Systems 2006: 145-161 - [c55]Tâm Huynh, Bernt Schiele:
Towards Less Supervision in Activity Recognition from Wearable Sensors. ISWC 2006: 3-10 - [c54]Nicky Kern, Bernt Schiele:
Towards Personalized Mobile Interruptibility Estimation. LoCA 2006: 134-150 - [c53]Tâm Huynh, Bernt Schiele:
Unsupervised Discovery of Structure in Activity Data Using Multiple Eigenspaces. LoCA 2006: 151-167 - [e2]Kenneth P. Fishkin, Bernt Schiele, Paddy Nixon, Aaron J. Quigley:
Pervasive Computing, 4th International Conference, PERVASIVE 2006, Dublin, Ireland, May 7-10, 2006, Proceedings. Lecture Notes in Computer Science 3968, Springer 2006, ISBN 3-540-33894-2 [contents] - 2005
- [j14]Florian Michahelles, Bernt Schiele:
Sensing and monitoring professional skiers. IEEE Pervasive Comput. 4(3): 40-45 (2005) - [c52]Edgar Seemann, Bastian Leibe, Krystian Mikolajczyk, Bernt Schiele:
An Evaluation of Local Shape-Based Features for Pedestrian Detection. BMVC 2005 - [c51]Bastian Leibe, Edgar Seemann, Bernt Schiele:
Pedestrian Detection in Crowded Scenes. CVPR (1) 2005: 878-885 - [c50]Tâm Huynh, Bernt Schiele:
Analyzing features for activity recognition. sOc-EUSAI 2005: 159-163 - [c49]Mario Fritz, Bastian Leibe, Barbara Caputo, Bernt Schiele:
Integrating Representative and Discriminative Models for Object Category Detection. ICCV 2005: 1363-1370 - [c48]Krystian Mikolajczyk, Bastian Leibe, Bernt Schiele:
Local Features for Object Class Recognition. ICCV 2005: 1792-1799 - [c47]Stavros Antifakos, Nicky Kern, Bernt Schiele, Adrian Schwaninger:
Towards improving trust in context-aware systems by displaying system confidence. Mobile HCI 2005: 9-14 - [c46]Mark Everingham, Andrew Zisserman, Christopher K. I. Williams, Luc Van Gool, Moray Allan, Christopher M. Bishop, Olivier Chapelle, Navneet Dalal, Thomas Deselaers, Gyuri Dorkó, Stefan Duffner, Jan Eichhorn, Jason D. R. Farquhar, Mario Fritz, Christophe Garcia, Tom Griffiths, Frédéric Jurie, Daniel Keysers, Markus Koskela, Jorma Laaksonen, Diane Larlus, Bastian Leibe, Hongying Meng, Hermann Ney, Bernt Schiele, Cordelia Schmid, Edgar Seemann, John Shawe-Taylor, Amos J. Storkey, Sándor Szedmák, Bill Triggs, Ilkay Ulusoy, Ville Viitaniemi, Jianguo Zhang:
The 2005 PASCAL Visual Object Classes Challenge. MLCW 2005: 117-176 - 2004
- [j13]Lars Erik Holmquist, Hans-Werner Gellersen, Gerd Kortuem, Albrecht Schmidt, Martin Strohbach, Stavros Antifakos, Florian Michahelles, Bernt Schiele, Michael Beigl, Ramia Mazé:
Building Intelligent Environments with Smart-Its. IEEE Computer Graphics and Applications 24(1): 56-64 (2004) - [c45]Julia Vogel, Bernt Schiele:
Natural Scene Retrieval Based on a Semantic Modeling Step. CIVR 2004: 207-215 - [c44]Sven J. Dickinson, Ales Leonardis, Bernt Schiele:
Workshop on Generic Object Recognition and Categorization. CVPR Workshops 2004: 26 - [c43]Bastian Leibe, Bernt Schiele:
Scale-Invariant Object Categorization Using a Scale-Adaptive Mean-Shift Search. DAGM-Symposium 2004: 145-153 - [c42]Julia Vogel, Bernt Schiele:
A Semantic Typicality Measure for Natural Scene Categorization. DAGM-Symposium 2004: 195-203 - [c41]Stavros Antifakos, Adrian Schwaninger, Bernt Schiele:
Evaluating the Effects of Displaying Uncertainty in Context-Aware Applications. UbiComp 2004: 54-69 - [c40]Florian Michahelles, Ramon Wicki, Bernt Schiele:
Less Contact: Heart-Rate Detection Without Even Touching the User. ISWC 2004: 4-7 - [c39]Nicky Kern, Stavros Antifakos, Bernt Schiele, Adrian Schwaninger:
A Model for Human Interruptability: Experimental Evaluation and Automatic Estimation from Wearable Sensors. ISWC 2004: 158-165 - [c38]Florian Michahelles, Albrecht Schmidt, Bernt Schiele, Michael Beigl:
Towards Distributed Awareness -- An Artifact Based Approach. WMCSA 2004: 82-91 - 2003
- [j12]Florian Michahelles, Peter Matter, Albrecht Schmidt, Bernt Schiele:
Applying wearable sensors to avalanche rescue. Comput. Graph. 27(6): 839-847 (2003) - [j11]Bernt Schiele, Gerhard Sagerer:
Computer vision systems. Mach. Vis. Appl. 14(1): 3-4 (2003) - [j10]Martin Spengler, Bernt Schiele:
Towards robust multi-cue integration for visual tracking. Mach. Vis. Appl. 14(1): 50-58 (2003) - [j9]David Guillamet, Jordi Vitrià, Bernt Schiele:
Introducing a weighted non-negative matrix factorization for image classification. Pattern Recognit. Lett. 24(14): 2447-2454 (2003) - [j8]Nicky Kern, Bernt Schiele, Holger Junker, Paul Lukowicz, Gerhard Tröster:
Wearable sensing to annotate meeting recordings. Pers. Ubiquitous Comput. 7(5): 263-274 (2003) - [c37]Hannes Kruppa, Bernt Schiele:
Using Local Context To Improve Face Detection. BMVC 2003: 1-10 - [c36]Bastian Leibe, Bernt Schiele:
Interleaved Object Categorization and Segmentation. BMVC 2003: 1-10 - [c35]Bastian Leibe, Bernt Schiele:
Analyzing Appearance and Contour Based Methods for Object Categorization. CVPR (2) 2003: 409-415 - [c34]Nicky Kern, Bernt Schiele, Albrecht Schmidt:
Multi-sensor Activity Context Detection for Wearable Computing. EUSAI 2003: 220-232 - [c33]Martin Spengler, Bernt Schiele:
Multi-object Tracking Based on a Modular Knowledge Hierarchy. ICVS 2003: 376-385 - [c32]Nicky Kern, Bernt Schiele:
Context-Aware Notification for Wearable Computing. ISWC 2003: 223-230 - 2002
- [j7]Stavros Antifakos, Bernt Schiele:
Beyond Position Awareness. Pers. Ubiquitous Comput. 6(5/6): 313-317 (2002) - [j6]Hannes Kruppa, Bernt Schiele:
An information-theoretic approach to combining object models. Robotics Auton. Syst. 39(3-4): 195-203 (2002) - [j5]Hannes Kruppa, Martin Spengler, Bernt Schiele:
Context-driven model switching for visual tracking. Robotics Auton. Syst. 41(2-3): 101-110 (2002) - [c31]Florian Michahelles, Michael Samulowitz, Bernt Schiele:
Detecting Context in Distributed Sensor Networks by Using Smart Context-Aware Packets. ARCS 2002: 34-50 - [c30]Daniela Hall, Bastian Leibe, Bernt Schiele:
Saliency of Interest Points under Scale Changes. BMVC 2002: 1-10 - [c29]Hannes Kruppa, Martin A. Bauer, Bernt Schiele:
Skin Patch Detection in Real-World Images. DAGM-Symposium 2002: 109-116 - [c28]Julia Vogel, Bernt Schiele:
Query-Dependent Performance Optimization for Vocabulary-Supported Image Retrieval. DAGM-Symposium 2002: 600-608 - [c27]Julia Vogel, Bernt Schiele:
On Performance Characterization and Optimization for Image Retrieval. ECCV (4) 2002: 49-66 - [c26]Stavros Antifakos, Florian Michahelles, Bernt Schiele:
Proactive Instructions for Furniture Assembly. UbiComp 2002: 351-360 - [c25]David Guillamet, Bernt Schiele, Jordi Vitrià:
Analyzing Non-Negative Matrix Factorization for Image Classification. ICPR (2) 2002: 116-119 - [c24]Bernt Schiele:
How Many Classifiers Do I Need? ICPR (2) 2002: 176-179 - [c23]Stavros Antifakos, Bernt Schiele:
Bridging the Gap between Virtual and Physical Games Using Wearable Sensors. ISWC 2002: 139-140 - [c22]Nicky Kern, Gerhard Tröster, Bernt Schiele, Holger Junker, Paul Lukowicz:
Wearable Sensing to Annotate Meeting Recordings. ISWC 2002: 186-196 - [c21]Bernt Schiele:
Computer Vision for Wearable Computing. MVA 2002: 192-200 - [c20]Reto Lütolf, Bernt Schiele, Markus H. Gross:
The Light Field Oracle. PG 2002: 116-126 - 2001
- [c19]Hannes Kruppa, Bernt Schiele:
Hierarchical Combination of Object Models using Mutual Information. BMVC 2001: 1-10 - [c18]Günter Hetzel, Bastian Leibe, Paul Levi, Bernt Schiele:
3D Object Recognition from Range Images using Local Feature Histograms. CVPR (2) 2001: 394-399 - [c17]Lars Erik Holmquist, Friedemann Mattern, Bernt Schiele, Petteri Alahuhta, Michael Beigl, Hans-Werner Gellersen:
Smart-Its Friends: A Technique for Users to Easily Establish Connections between Smart Artefacts. UbiComp 2001: 116-122 - [c16]Julia Vogel, Bernt Schiele:
Performance prediction for vocabulary-supported image retrieval. ICIP (2) 2001: 753-756 - [c15]Martin Spengler, Bernt Schiele:
Towards Robust Multi-cue Integration for Visual Tracking. ICVS 2001: 93-106 - [e1]Bernt Schiele, Gerhard Sagerer:
Computer Vision Systems, Second International Workshop, ICVS 2001 Vancouver, Canada, July 7-8, 2001, Proceedings. Lecture Notes in Computer Science 2095, Springer 2001, ISBN 3-540-42285-4 [contents] - 2000
- [j4]Bernt Schiele, James L. Crowley:
Recognition without Correspondence using Multidimensional Receptive Field Histograms. Int. J. Comput. Vis. 36(1): 31-50 (2000) - [c14]Bernt Schiele, Martin Spengler, Hannes Kruppa:
Towards Robust Perception and Model Integration. Sensor Based Intelligent Robots 2000: 141-158 - [c13]Bernt Schiele, Julia Vogel:
Vocabulary-Supported Image Retrieval. DELOS 2000
1990 – 1999
- 1999
- [c12]Bernt Schiele, Alex Pentland:
Probabilistic Object Recognition and Localization. ICCV 1999: 177-182 - [c11]Bernt Schiele, Nuria Oliver, Tony Jebara, Alex Pentland:
An Interactive Computer Vision System DyPERS: Dynamic Personal Enhanced Reality System. ICVS 1999: 51-65 - [c10]Hisashi Aoki, Bernt Schiele, Alex Pentland:
Realtime Personal Positioning System for Wearable Computers. ISWC 1999: 37-43 - 1998
- [j3]James L. Crowley, Frank Wallner, Bernt Schiele:
Position estimation using principal components of range data. Robotics Auton. Syst. 23(4): 267-276 (1998) - [c9]Graham D. Finlayson, Bernt Schiele, James L. Crowley:
Comprehensive Colour Image Normalization. ECCV (1) 1998: 475-490 - [c8]Bernt Schiele, James L. Crowley:
Transinformation for Active Object Recognition. ICCV 1998: 249-254 - [c7]James L. Crowley, Frank Wallner, Bernt Schiele:
Position Estimation Using Principal Components of Range Data. ICRA 1998: 3121-3128 - [c6]Thad Starner, Bernt Schiele, Alex Pentland:
Visual Contextual Awareness in Wearable Computing. ISWC 1998: 50-57 - 1997
- [b1]Bernt Schiele:
Reconnaissance d'objets utilisant des histogrammes multidimensionnels de champs réceptifs. (Object Recognition using Multidimensional Receptive Field Histograms). Grenoble Institute of Technology, France, 1997 - [j2]Bernt Schiele, James L. Crowley:
Transinformation of object recognition and its application to viewpoint planning. Robotics Auton. Syst. 21(1): 95-106 (1997) - [c5]Bernt Schiele:
Object Classification Based on Visual Classes. DAGM-Symposium 1997: 403-410 - 1996
- [c4]Bernt Schiele, James L. Crowley:
Object Recognition Using Multidimensional Receptive Field Histograms. ECCV (1) 1996: 610-619 - [c3]Bernt Schiele, James L. Crowley:
Probabilistic object recognition using multidimensional receptive field histograms. ICPR 1996: 50-54 - [c2]Bernt Schiele, James L. Crowley:
Where to look next and what to look for. IROS 1996: 1249-1255 - 1994
- [j1]Bernt Schiele, James L. Crowley:
A comparison of position estimation techniques using occupancy grids. Robotics Auton. Syst. 12(3-4): 163-171 (1994) - [c1]Bernt Schiele, James L. Crowley:
A Comparison of Position Estimation Techniques Using Occupancy Grids. ICRA 1994: 1628-1634
Coauthor Index
[c302] [j58] [j55] [c299] [c294] [i146] [i144] [i125] [c277] [c275] [c256] [c245] [i105] [i103] [j45] [c244] [c239] [c237] [i96] [c225] [c221] [i85] [c209] [c204] [c203] [i69] [i67] [i58] [i52] [i49] [c196] [c195] [c194] [c187] [c181] [c178] [i44] [i43] [i42] [i37] [i36] [i31] [i29] [i25] [c174] [i3]
[j65] [c334] [c333] [i190] [j61] [c320] [i172] [i160] [i155] [c291] [i138] [j50] [c279] [c278] [c268] [i122] [i119] [i117] [j47] [c264] [c261] [c260] [c257] [c254] [c251] [c250] [c248] [i109] [i108] [i101] [i100] [c242] [c240] [c238] [c236] [p7] [i92] [i91] [i90] [i89] [i86] [c233] [c230] [c228] [c227] [c223] [c222] [c219] [c218] [c217] [c215] [c214] [i83] [i81] [i80] [i79] [i78] [i76] [i72] [i71] [c213] [c204] [c201] [c200] [c199] [c198] [i69] [i66] [i64] [i63] [i61] [i57] [i56] [i54] [i53] [i51] [i50] [i48] [i47] [c195] [c186] [c180] [c179] [i43] [i34] [i30] [c166] [i15] [c141] [c134] [c133] [c124] [j24] [p2] [p1] [c99] [e5] [c87] [c84] [c81] [c72] [c58] [c49] [c46]
Juergen Gall
aka: Jürgen Gall
aka: Jürgen Gall
Peter V. Gehler
aka: Peter Vincent Gehler
aka: Peter Vincent Gehler
Jan Hosang
aka: Jan Hendrik Hosang
aka: Jan Hendrik Hosang
Anna Rohrbach
aka: Anna Senina
aka: Anna Senina
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