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2020 – today
- 2024
[j14]Elia Peruzzo, Enver Sangineto, Yahui Liu, Marco De Nadai
, Wei Bi, Bruno Lepri, Nicu Sebe:
Spatial entropy as an inductive bias for vision transformers. Mach. Learn. 113(9): 6945-6975 (2024)- [c47]Martin Menabue, Emanuele Frascaroli, Matteo Boschini, Enver Sangineto, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara:
Semantic Residual Prompts for Continual Learning. ECCV (61) 2024: 1-18 - [c46]Fabrizio Garuti, Simone Luetto, Enver Sangineto, Rita Cucchiara:
Large-Scale Transformer models for Transactional Data. Ital-IA 2024: 277-282 - [c45]Zipeng Xu, Songlong Xing, Enver Sangineto, Nicu Sebe:
SpectralCLIP: Preventing Artifacts in Text-Guided Style Transfer from a Spectral Perspective. WACV 2024: 5109-5118 - [i31]Martin Menabue, Emanuele Frascaroli, Matteo Boschini, Enver Sangineto, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara:
Semantic Residual Prompts for Continual Learning. CoRR abs/2403.06870 (2024) - 2023
- [c44]Zipeng Xu, Enver Sangineto, Nicu Sebe:
StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model. ICCV 2023: 7567-7577 - [c43]Mang Ning, Enver Sangineto, Angelo Porrello, Simone Calderara, Rita Cucchiara:
Input Perturbation Reduces Exposure Bias in Diffusion Models. ICML 2023: 26245-26265 - [c42]Fabrizio Garuti, Simone Luetto, Rita Cucchiara, Enver Sangineto:
Deep Learning and Large Scale Models for Bank Transactions. Ital-IA 2023: 512-516 - [i30]Mang Ning, Enver Sangineto, Angelo Porrello, Simone Calderara, Rita Cucchiara:
Input Perturbation Reduces Exposure Bias in Diffusion Models. CoRR abs/2301.11706 (2023) - [i29]Simone Luetto, Fabrizio Garuti, Enver Sangineto, Lorenzo Forni, Rita Cucchiara:
One Transformer for All Time Series: Representing and Training with Time-Dependent Heterogeneous Tabular Data. CoRR abs/2302.06375 (2023) - [i28]Zipeng Xu, Enver Sangineto, Nicu Sebe:
StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model. CoRR abs/2303.09268 (2023) - [i27]Zipeng Xu, Songlong Xing, Enver Sangineto, Nicu Sebe:
SpectralCLIP: Preventing Artifacts in Text-Guided Style Transfer from a Spectral Perspective. CoRR abs/2303.09270 (2023) - [i26]Nicola Dall'Asen, Willi Menapace, Elia Peruzzo, Enver Sangineto, Yiming Wang, Elisa Ricci:
Collaborative Neural Painting. CoRR abs/2312.01800 (2023) - 2022
- [j13]Jichao Zhang, Jingjing Chen, Hao Tang, Enver Sangineto, Peng Wu, Yan Yan, Nicu Sebe, Wei Wang:
Unsupervised High-Resolution Portrait Gaze Correction and Animation. IEEE Trans. Image Process. 31: 5272-5286 (2022) - [c41]Jichao Zhang, Enver Sangineto, Hao Tang, Aliaksandr Siarohin, Zhun Zhong, Nicu Sebe, Wei Wang:
3D-Aware Semantic-Guided Generative Model for Human Synthesis. ECCV (15) 2022: 339-356 - [c40]Aleksandr Ermolov, Enver Sangineto, Nicu Sebe:
Temporal Alignment for History Representation in Reinforcement Learning. ICPR 2022: 2172-2178 - [i25]Aleksandr Ermolov, Enver Sangineto, Nicu Sebe:
Temporal Alignment for History Representation in Reinforcement Learning. CoRR abs/2204.03525 (2022) - [i24]Elia Peruzzo, Enver Sangineto, Yahui Liu, Marco De Nadai, Wei Bi, Bruno Lepri, Nicu Sebe:
Spatial Entropy Regularization for Vision Transformers. CoRR abs/2206.04636 (2022) - [i23]Jichao Zhang, Jingjing Chen, Hao Tang, Enver Sangineto, Peng Wu, Yan Yan, Nicu Sebe, Wei Wang:
Unsupervised High-Resolution Portrait Gaze Correction and Animation. CoRR abs/2207.00256 (2022) - [i22]Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Marco De Nadai:
Smooth image-to-image translations with latent space interpolations. CoRR abs/2210.00841 (2022) - 2021
- [j12]Subhankar Roy, Enver Sangineto, Begüm Demir, Nicu Sebe:
Metric-Learning-Based Deep Hashing Network for Content-Based Retrieval of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 18(2): 226-230 (2021) - [j11]Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe, Elisa Ricci:
TriGAN: image-to-image translation for multi-source domain adaptation. Mach. Vis. Appl. 32(1): 41 (2021) - [j10]Aliaksandr Siarohin, Stéphane Lathuilière, Enver Sangineto, Nicu Sebe:
Appearance and Pose-Conditioned Human Image Generation Using Deformable GANs. IEEE Trans. Pattern Anal. Mach. Intell. 43(4): 1156-1171 (2021) - [c39]Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Wei Wang, Marco De Nadai:
Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation. CVPR 2021: 10785-10794 - [c38]Enrico Fini, Enver Sangineto, Stéphane Lathuilière, Zhun Zhong, Moin Nabi, Elisa Ricci:
A Unified Objective for Novel Class Discovery. ICCV 2021: 9264-9272 - [c37]Aleksandr Ermolov, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe:
Whitening for Self-Supervised Representation Learning. ICML 2021: 3015-3024 - [c36]Yahui Liu, Enver Sangineto, Wei Bi, Nicu Sebe, Bruno Lepri, Marco De Nadai:
Efficient Training of Visual Transformers with Small Datasets. NeurIPS 2021: 23818-23830 - [c35]Jingjing Chen, Jichao Zhang, Enver Sangineto, Tao Chen, Jiayuan Fan, Nicu Sebe:
Coarse-to-Fine Gaze Redirection with Numerical and Pictorial Guidance. WACV 2021: 3664-3673 - [i21]Jichao Zhang, Aliaksandr Siarohin, Hao Tang, Jingjing Chen, Enver Sangineto, Wei Wang, Nicu Sebe:
Controllable Person Image Synthesis with Spatially-Adaptive Warped Normalization. CoRR abs/2105.14739 (2021) - [i20]Yahui Liu, Enver Sangineto, Wei Bi, Nicu Sebe, Bruno Lepri, Marco De Nadai:
Efficient Training of Visual Transformers with Small-Size Datasets. CoRR abs/2106.03746 (2021) - [i19]Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Wei Wang, Marco De Nadai:
Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation. CoRR abs/2106.09016 (2021) - [i18]Enrico Fini, Enver Sangineto, Stéphane Lathuilière, Zhun Zhong, Moin Nabi, Elisa Ricci:
A Unified Objective for Novel Class Discovery. CoRR abs/2108.08536 (2021) - [i17]Jichao Zhang, Enver Sangineto, Hao Tang, Aliaksandr Siarohin, Zhun Zhong, Nicu Sebe, Wei Wang:
3D-Aware Semantic-Guided Generative Model for Human Synthesis. CoRR abs/2112.01422 (2021) - 2020
- [c34]Enrico Fini, Stéphane Lathuilière, Enver Sangineto, Moin Nabi, Elisa Ricci:
Online Continual Learning Under Extreme Memory Constraints. ECCV (28) 2020: 720-735 - [c33]Jichao Zhang, Jingjing Chen, Hao Tang, Wei Wang, Yan Yan, Enver Sangineto, Nicu Sebe:
Dual In-painting Model for Unsupervised Gaze Correction and Animation in the Wild. ACM Multimedia 2020: 1588-1596 - [c32]Stéphane Lathuilière, Enver Sangineto, Aliaksandr Siarohin, Nicu Sebe:
Attention-based Fusion for Multi-source Human Image Generation. WACV 2020: 428-437 - [i16]Jingjing Chen, Jichao Zhang, Jiayuan Fan, Tao Chen, Enver Sangineto, Nicu Sebe:
MGGR: MultiModal-Guided Gaze Redirection with Coarse-to-Fine Learning. CoRR abs/2004.03064 (2020) - [i15]Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe, Elisa Ricci:
TriGAN: Image-to-Image Translation for Multi-Source Domain Adaptation. CoRR abs/2004.08769 (2020) - [i14]Aleksandr Ermolov, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe:
Whitening for Self-Supervised Representation Learning. CoRR abs/2007.06346 (2020) - [i13]Enrico Fini, Stéphane Lathuilière, Enver Sangineto, Moin Nabi, Elisa Ricci:
Online Continual Learning under Extreme Memory Constraints. CoRR abs/2008.01510 (2020) - [i12]Jichao Zhang, Jingjing Chen, Hao Tang, Wei Wang, Yan Yan, Enver Sangineto, Nicu Sebe:
Dual In-painting Model for Unsupervised Gaze Correction and Animation in the Wild. CoRR abs/2008.03834 (2020)
2010 – 2019
- 2019
- [j9]Enver Sangineto, Moin Nabi, Dubravko Culibrk, Nicu Sebe:
Self Paced Deep Learning for Weakly Supervised Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 41(3): 712-725 (2019) - [c31]Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Samuel Rota Bulò, Nicu Sebe, Elisa Ricci:
Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss. CVPR 2019: 9471-9480 - [c30]Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe:
Whitening and Coloring Batch Transform for GANs. ICLR (Poster) 2019 - [c29]Mahdyar Ravanbakhsh, Enver Sangineto, Moin Nabi, Nicu Sebe:
Training Adversarial Discriminators for Cross-Channel Abnormal Event Detection in Crowds. WACV 2019: 1896-1904 - [i11]Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Samuel Rota Bulò, Nicu Sebe, Elisa Ricci:
Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss. CoRR abs/1903.03215 (2019) - [i10]Subhankar Roy, Enver Sangineto, Begüm Demir, Nicu Sebe:
Metric-Learning based Deep Hashing Network for Content Based Retrieval of Remote Sensing Images. CoRR abs/1904.01258 (2019) - [i9]Aliaksandr Siarohin, Stéphane Lathuilière, Enver Sangineto, Nicu Sebe:
Appearance and Pose-Conditioned Human Image Generation using Deformable GANs. CoRR abs/1905.00007 (2019) - [i8]Stéphane Lathuilière, Enver Sangineto, Aliaksandr Siarohin, Nicu Sebe:
Attention-based Fusion for Multi-source Human Image Generation. CoRR abs/1905.02655 (2019) - 2018
- [c28]Aliaksandr Siarohin, Enver Sangineto, Stéphane Lathuilière, Nicu Sebe:
Deformable GANs for Pose-Based Human Image Generation. CVPR 2018: 3408-3416 - [c27]Subhankar Roy, Enver Sangineto, Nicu Sebe, Begüm Demir:
Semantic-Fusion Gans for Semi-Supervised Satellite Image Classification. ICIP 2018: 684-688 - [c26]Subhankar Roy, Enver Sangineto, Begüm Demir, Nicu Sebe:
Deep Metric and Hash-Code Learning for Content-Based Retrieval of Remote Sensing Images. IGARSS 2018: 4539-4542 - [c25]Mahdyar Ravanbakhsh, Moin Nabi, Hossein Mousavi, Enver Sangineto, Nicu Sebe:
Plug-and-Play CNN for Crowd Motion Analysis: An Application in Abnormal Event Detection. WACV 2018: 1689-1698 - [i7]Aliaksandr Siarohin, Enver Sangineto, Stéphane Lathuilière, Nicu Sebe:
Deformable GANs for Pose-based Human Image Generation. CoRR abs/1801.00055 (2018) - [i6]Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe:
Whitening and Coloring transform for GANs. CoRR abs/1806.00420 (2018) - 2017
- [c24]Ravi Shekhar, Sandro Pezzelle, Yauhen Klimovich, Aurélie Herbelot, Moin Nabi, Enver Sangineto, Raffaella Bernardi:
FOIL it! Find One mismatch between Image and Language caption. ACL (1) 2017: 255-265 - [c23]Mahdyar Ravanbakhsh, Moin Nabi, Enver Sangineto, Lucio Marcenaro, Carlo S. Regazzoni, Nicu Sebe:
Abnormal event detection in videos using generative adversarial nets. ICIP 2017: 1577-1581 - [c22]Ravi Shekhar, Sandro Pezzelle, Aurélie Herbelot, Moin Nabi, Enver Sangineto, Raffaella Bernardi:
Vision and Language Integration: Moving beyond Objects. IWCS(2) 2017 - [i5]Ravi Shekhar, Sandro Pezzelle, Yauhen Klimovich, Aurélie Herbelot, Moin Nabi, Enver Sangineto, Raffaella Bernardi:
FOIL it! Find One mismatch between Image and Language caption. CoRR abs/1705.01359 (2017) - [i4]Mahdyar Ravanbakhsh, Enver Sangineto, Moin Nabi, Nicu Sebe:
Training Adversarial Discriminators for Cross-channel Abnormal Event Detection in Crowds. CoRR abs/1706.07680 (2017) - [i3]Mahdyar Ravanbakhsh, Moin Nabi, Enver Sangineto, Lucio Marcenaro, Carlo S. Regazzoni, Nicu Sebe:
Abnormal Event Detection in Videos using Generative Adversarial Nets. CoRR abs/1708.09644 (2017) - 2016
- [j8]Gloria Zen, Lorenzo Porzi, Enver Sangineto, Elisa Ricci, Nicu Sebe:
Learning Personalized Models for Facial Expression Analysis and Gesture Recognition. IEEE Trans. Multim. 18(4): 775-788 (2016) - [c21]Paolo Rota, Enver Sangineto, Valentina Conotter, Christopher Pramerdorfer:
Bad teacher or unruly student: Can deep learning say something in Image Forensics analysis? ICPR 2016: 2503-2508 - [i2]Enver Sangineto, Moin Nabi, Dubravko Culibrk, Nicu Sebe:
Self Paced Deep Learning for Weakly Supervised Object Detection. CoRR abs/1605.07651 (2016) - [i1]Mahdyar Ravanbakhsh, Moin Nabi, Hossein Mousavi, Enver Sangineto, Nicu Sebe:
Plug-and-Play CNN for Crowd Motion Analysis: An Application in Abnormal Event Detection. CoRR abs/1610.00307 (2016) - 2015
- [j7]Jasper R. R. Uijlings, I. C. Duta, Enver Sangineto, Nicu Sebe:
Video classification with Densely extracted HOG/HOF/MBH features: an evaluation of the accuracy/computational efficiency trade-off. Int. J. Multim. Inf. Retr. 4(1): 33-44 (2015) - [c20]Radu-Laurentiu Vieriu, Sergey Tulyakov, Stanislau Semeniuta, Enver Sangineto, Nicu Sebe:
Facial expression recognition under a wide range of head poses. FG 2015: 1-7 - [c19]Mihai Marian Puscas, Enver Sangineto, Dubravko Culibrk, Nicu Sebe:
Unsupervised Tube Extraction Using Transductive Learning and Dense Trajectories. ICCV 2015: 1653-1661 - [c18]Sergey Tulyakov, Radu-Laurentiu Vieriu, Enver Sangineto, Nicu Sebe:
FaceCept3D: Real Time 3D Face Tracking and Analysis. ICCV Workshops 2015: 28-33 - 2014
- [c17]Enver Sangineto:
Statistical and Spatial Consensus Collection for Detector Adaptation. ECCV (3) 2014: 456-471 - [c16]Gloria Zen, Enver Sangineto, Elisa Ricci, Nicu Sebe:
Unsupervised Domain Adaptation for Personalized Facial Emotion Recognition. ICMI 2014: 128-135 - [c15]Enver Sangineto, Gloria Zen, Elisa Ricci, Nicu Sebe:
We are not All Equal: Personalizing Models for Facial Expression Analysis with Transductive Parameter Transfer. ACM Multimedia 2014: 357-366 - 2013
- [j6]Enver Sangineto:
Pose and Expression Independent Facial Landmark Localization Using Dense-SURF and the Hausdorff Distance. IEEE Trans. Pattern Anal. Mach. Intell. 35(3): 624-638 (2013) - [p1]Ramachandra Raghavendra, Marco Cristani, Alessio Del Bue, Enver Sangineto, Vittorio Murino:
Anomaly Detection in Crowded Scenes: A Novel Framework Based on Swarm Optimization and Social Force Modeling. Modeling, Simulation and Visual Analysis of Crowds 2013: 383-411 - 2012
- [j5]Enver Sangineto, Marco Cupelli:
Real-time viewpoint-invariant hand localization with cluttered backgrounds. Image Vis. Comput. 30(1): 26-37 (2012) - [c14]Enver Sangineto, Marco Cristani, Alessio Del Bue, Vittorio Murino:
Learning Discriminative Spatial Relations for Detector Dictionaries: An Application to Pedestrian Detection. ECCV (2) 2012: 273-286 - 2010
- [c13]Paolo Bottoni, Luigi Cinque, Marco Cupelli, Luca Di Filippo, Anna Labella, Mario Pierro, Enver Sangineto:
A framework for hand-based interaction. Humans and Computers 2010: 22-27
2000 – 2009
- 2009
- [c12]Christian Micheloni, Enver Sangineto, Luigi Cinque, Gian Luca Foresti:
Improved Statistical Techniques for Multi-part Face Detection and Recognition. SCIA 2009: 331-340 - 2008
- [j4]Alessandro Ardovini, Luigi Cinque, Enver Sangineto:
Identifying elephant photos by multi-curve matching. Pattern Recognit. 41(6): 1867-1877 (2008) - [j3]Enver Sangineto, Nicola Capuano, Matteo Gaeta, Alessandro Micarelli:
Adaptive course generation through learning styles representation. Univers. Access Inf. Soc. 7(1-2): 1-23 (2008) - [c11]Luigi Cinque, Marco Cupelli, Enver Sangineto:
Fast viewpoint-invariant articulated hand detection combining curve and graph matching. FG 2008: 1-6 - 2007
- [j2]Marco Anelli, Luigi Cinque, Enver Sangineto:
Deformation tolerant generalized Hough transform for sketch-based image retrieval in complex scenes. Image Vis. Comput. 25(11): 1802-1813 (2007) - [c10]Alessandro Ardovini, Luigi Cinque, Francesca Della Rocca, Enver Sangineto:
A Semi-automatic Approach to Photo Identification of Wild Elephants. IbPRIA (1) 2007: 225-232 - [c9]Massimiliano Bozzoli, Luigi Cinque, Enver Sangineto:
A Statistical Method for People Counting in Crowded Environments. ICIAP 2007: 506-511 - 2006
- [c8]Luigi Cinque, Enver Sangineto, Steven L. Tanimoto:
Articulated Object Recognition: A General Framework and a Case Study. AVSS 2006: 12 - 2005
- [c7]Enver Sangineto, Marco R. Iarusso:
Environment Topological Structure Recognition for Robot Navigation. ICIAP 2005: 1093-1100 - 2004
- [c6]Enver Sangineto:
Shape Similarity Image Retrieval by Hypothesis and Test. ICPR (2) 2004: 1017-1020 - 2003
- [j1]Enver Sangineto:
An abstract representation of geometric knowledge for object classification. Pattern Recognit. Lett. 24(9-10): 1241-1250 (2003) - [c5]Marco Anelli, Alessandro Micarelli, Enver Sangineto:
Content Based Image Retrieval for Unsegmented Images. AI*IA 2003: 398-409 - [c4]Marco Anelli, Alessandro Micarelli, Enver Sangineto:
A New Content Based Image Retrieval Method Based on a Sketch-Driven Interpretation of Line Segments. IJCAI 2003: 1551-1552 - 2002
- [c3]Corrado Calvo, Alessandro Micarelli, Enver Sangineto:
Automatic Annotation of Tennis Video Sequences. DAGM-Symposium 2002: 540-547 - [c2]Marco Anelli, Alessandro Micarelli, Enver Sangineto:
A Deformation Tolerant Version of the Generalized Hough Transform for Image Retrieval. ECAI 2002: 721-725
1990 – 1999
- 1997
- [c1]Enver Sangineto:
Multi-agent Negotiation and Planning Through Knowledge Contextualization. AI*IA 1997: 266-277
Coauthor Index
[j14] [c45] [c44] [i28] [i27] [j13] [c41] [c40] [i25] [i24] [i23] [i22] [j12] [j11] [j10] [c39] [c37] [c36] [c35] [i21] [i20] [i19] [i17] [c33] [c32] [i16] [i15] [i14] [i12] [j9] [c31] [c30] [c29] [i11] [i10] [i9] [i8] [c28] [c27] [c26] [c25] [i7] [i6] [c23] [i4] [i3] [j8] [i2] [i1] [j7] [c20] [c19] [c18] [c16] [c15]
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