1 code implementation • 3 Dec 2024 • Jiangtao Wang, Zhen Qin, Yifan Zhang, Vincent Tao Hu, Björn Ommer, Rania Briq, Stefan Kesselheim
Vision tokenizers have gained a lot of attraction due to their scalability and compactness; previous works depend on old-school GAN-based hyperparameters, biased comparisons, and a lack of comprehensive analysis of the scaling behaviours.
no code implementations • 19 Nov 2024 • Rania Briq, Jiangtao Wang, Stefan Kesselheim
Data pruning is the problem of identifying a core subset that is most beneficial to training and discarding the remainder.
no code implementations • 14 Jun 2022 • Rania Briq, Chuhang Zou, Leonid Pishchulin, Chris Broaddus, Juergen Gall
We consider the problem of synthesizing multi-action human motion sequences of arbitrary lengths.
no code implementations • 5 Jul 2021 • Rania Briq, Pratika Kochar, Juergen Gall
This paper proposes an approach that generates multiple 3D human meshes from text.
no code implementations • 1 May 2020 • Yifei Zhang, Rania Briq, Julian Tanke, Juergen Gall
This work focuses on synthesizing human poses from human-level text descriptions.
no code implementations • 26 Apr 2019 • Rania Briq, Andreas Doering, Juergen Gall
We propose a joint model of human joint detection and association for 2D multi-person pose estimation (MPPE).
1 code implementation • 24 Jul 2018 • Rania Briq, Michael Moeller, Juergen Gall
Weakly supervised semantic segmentation has been a subject of increased interest due to the scarcity of fully annotated images.