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2020 – today
- 2024
[c8]Michael Dorkenwald, Nimrod Barazani, Cees G. M. Snoek, Yuki M. Asano:
PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs. CVPR 2024: 13548-13558- [c7]Mohammadreza Salehi, Michael Dorkenwald, Fida Mohammad Thoker, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano:
SIGMA: Sinkhorn-Guided Masked Video Modeling. ECCV (24) 2024: 293-312 - [i10]Michael Dorkenwald, Nimrod Barazani, Cees G. M. Snoek, Yuki M. Asano:
PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs. CoRR abs/2402.08657 (2024) - [i9]Mohammadreza Salehi, Michael Dorkenwald, Fida Mohammad Thoker, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano:
SIGMA: Sinkhorn-Guided Masked Video Modeling. CoRR abs/2407.15447 (2024) - [i8]Muhammad Jehanzeb Mirza, Mengjie Zhao, Zhuoyuan Mao, Sivan Doveh, Wei Lin, Paul Gavrikov, Michael Dorkenwald, Shiqi Yang, Saurav Jha, Hiromi Wakaki, Yuki Mitsufuji, Horst Possegger, Rogério Feris, Leonid Karlinsky, James R. Glass:
GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models. CoRR abs/2410.06154 (2024) - [i7]Daniel Cores, Michael Dorkenwald, Manuel Mucientes, Cees G. M. Snoek, Yuki M. Asano:
TVBench: Redesigning Video-Language Evaluation. CoRR abs/2410.07752 (2024) - 2022
- [c6]Michael Dorkenwald, Fanyi Xiao, Biagio Brattoli, Joseph Tighe, Davide Modolo:
SCVRL: Shuffled Contrastive Video Representation Learning. CVPR Workshops 2022: 4131-4140 - [i6]Michael Dorkenwald, Fanyi Xiao, Biagio Brattoli, Joseph Tighe, Davide Modolo:
SCVRL: Shuffled Contrastive Video Representation Learning. CoRR abs/2205.11710 (2022) - 2021
- [j1]Biagio Brattoli, Uta Büchler
, Michael Dorkenwald, Philipp Reiser, Linard Filli, Fritjof Helmchen, Anna-Sophia Wahl, Björn Ommer:
Unsupervised behaviour analysis and magnification (uBAM) using deep learning. Nat. Mach. Intell. 3(6): 495-506 (2021) - [c5]Michael Dorkenwald, Timo Milbich, Andreas Blattmann, Robin Rombach, Konstantinos G. Derpanis, Björn Ommer:
Stochastic Image-to-Video Synthesis Using cINNs. CVPR 2021: 3742-3753 - [c4]Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer:
Understanding Object Dynamics for Interactive Image-to-Video Synthesis. CVPR 2021: 5171-5181 - [c3]Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer:
Behavior-Driven Synthesis of Human Dynamics. CVPR 2021: 12236-12246 - [c2]Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer:
iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis. ICCV 2021: 14687-14697 - [i5]Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer:
Behavior-Driven Synthesis of Human Dynamics. CoRR abs/2103.04677 (2021) - [i4]Michael Dorkenwald, Timo Milbich, Andreas Blattmann, Robin Rombach, Konstantinos G. Derpanis, Björn Ommer:
Stochastic Image-to-Video Synthesis using cINNs. CoRR abs/2105.04551 (2021) - [i3]Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer:
Understanding Object Dynamics for Interactive Image-to-Video Synthesis. CoRR abs/2106.11303 (2021) - [i2]Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer:
iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis. CoRR abs/2107.02790 (2021) - 2020
- [c1]Michael Dorkenwald, Uta Büchler, Björn Ommer:
Unsupervised Magnification of Posture Deviations Across Subjects. CVPR 2020: 8253-8263 - [i1]Biagio Brattoli, Uta Büchler, Michael Dorkenwald, Philipp Reiser, Linard Filli, Fritjof Helmchen, Anna-Sophia Wahl, Björn Ommer:
uBAM: Unsupervised Behavior Analysis and Magnification using Deep Learning. CoRR abs/2012.09237 (2020)
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