Vincent Tao Hu

41 papers A* 6A 2Journal 27Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Can Prompt Difficulty be Online Predicted for Accelerating RL Finetuning of Reasoning Models? KDD (1) Yun Qu, Qi Wang, Yixiu Mao, Vincent Tao Hu, Björn Ommer, Xiangyang Ji
2026	J	`jnl`	Guiding Token-Sparse Diffusion Models. CoRR Felix Krause, Stefan Andreas Baumann, Johannes Schusterbauer, Olga Grebenkova, Ming Gui, Vincent Tao Hu, Björn Ommer
2025	J	`jnl`	ActAlign: Zero-Shot Fine-Grained Video Classification via Language-Guided Sequence Alignment. CoRR Amir Aghdam, Vincent Tao Hu
2025	J	`jnl`	ActAlign: Zero-Shot Fine-Grained Video Classification via Language-Guided Sequence Alignment. Trans. Mach. Learn. Res. Amir Aghdam, Vincent Tao Hu, Björn Ommer
2025	J	`jnl`	Can Prompt Difficulty be Online Predicted for Accelerating RL Finetuning of Reasoning Models? CoRR Yun Qu, Qi Wang, Yixiu Mao, Vincent Tao Hu, Björn Ommer, Xiangyang Ji
2025	A*	`conf`	Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions. CVPR Stefan Andreas Baumann, Felix Krause, Michael Neumayr, Nick Stracke, Melvin Sevi, Vincent Tao Hu, Björn Ommer
2025	A*	`conf`	DepthFM: Fast Generative Monocular Depth Estimation with Flow Matching. AAAI Ming Gui, Johannes Schusterbauer, Ulrich Prestel, Pingchuan Ma, Dmytro Kotovenko, Olga Grebenkova, Stefan Andreas Baumann, Vincent Tao Hu, Björn Ommer
2025	A	`conf`	Distillation of Diffusion Features for Semantic Correspondence. WACV Frank Fundel, Johannes Schusterbauer, Vincent Tao Hu, Björn Ommer
2025	A*	`conf`	Does VLM Classification Benefit from LLM Description Semantics? AAAI Pingchuan Ma, Lennart Rietdorf, Dmytro Kotovenko, Vincent Tao Hu, Björn Ommer
2025	J	`jnl`	MaskFlow: Discrete Flows For Flexible and Efficient Long Video Generation. CoRR Michael Fuest, Vincent Tao Hu, Björn Ommer
2025	J	`jnl`	Purrception: Variational Flow Matching for Vector-Quantized Image Generation. CoRR Razvan-Andrei Matisan, Vincent Tao Hu, Grigory Bartosh, Björn Ommer, Cees G. M. Snoek, Max Welling, Jan-Willem van de Meent, Mohammad Mahdi Derakhshani, Floor Eijkelboom
2025	J	`jnl`	TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training. CoRR Felix Krause, Timy Phan, Vincent Tao Hu, Björn Ommer
2025	A*	`conf`	ToddlerDiffusion: Interactive Structured Image Generation with Cascaded Schrödinger Bridge. ICLR Eslam Mohamed Bakr, Liangbing Zhao, Vincent Tao Hu, Matthieu Cord, Patrick Pérez, Mohamed Elhoseiny
2025	J	`jnl`	Training-free diffusion for controlling illumination conditions in images. Comput. Vis. Image Underst. Xiaoyan Xing, Vincent Tao Hu, Jan Hendrik Metzen, Konrad Groh, Sezer Karaoglu, Theo Gevers
2024	J	`jnl`	Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions. CoRR Stefan Andreas Baumann, Felix Krause, Michael Neumayr, Nick Stracke, Vincent Tao Hu, Björn Ommer
2024	J	`jnl`	DepthFM: Fast Monocular Depth Estimation with Flow Matching. CoRR Ming Gui, Johannes S. Fischer, Ulrich Prestel, Pingchuan Ma, Dmytro Kotovenko, Olga Grebenkova, Stefan Andreas Baumann, Vincent Tao Hu, Björn Ommer
2024	J	`jnl`	Diffusion Models and Representation Learning: A Survey. CoRR Michael Fuest, Pingchuan Ma, Ming Gui, Johannes S. Fischer, Vincent Tao Hu, Björn Ommer
2024	J	`jnl`	Distillation of Diffusion Features for Semantic Correspondence. CoRR Frank Fundel, Johannes Schusterbauer, Vincent Tao Hu, Björn Ommer
2024	J	`jnl`	Does VLM Classification Benefit from LLM Description Semantics? CoRR Pingchuan Ma, Lennart Rietdorf, Dmytro Kotovenko, Vincent Tao Hu, Björn Ommer
2024	—	`conf`	FMBoost: Boosting Latent Diffusion with Flow Matching. ECCV (61) Johannes Schusterbauer, Ming Gui, Pingchuan Ma, Nick Stracke, Stefan Andreas Baumann, Vincent Tao Hu, Björn Ommer
2024	—	`conf`	Flow Matching for Conditional Text Generation in a Few Sampling Steps. EACL (2) Vincent Tao Hu, Di Wu, Yuki Markus Asano, Pascal Mettes, Basura Fernando, Björn Ommer, Cees Snoek
2024	A*	`conf`	Latent Space Editing in Transformer-Based Flow Matching. AAAI Vincent Tao Hu, Wei Zhang, Meng Tang, Pascal Mettes, Deli Zhao, Cees Snoek
2024	J	`jnl`	Retinex-Diffusion: On Controlling Illumination Conditions in Diffusion Models via Retinex Theory. CoRR Xiaoyan Xing, Vincent Tao Hu, Jan Hendrik Metzen, Konrad Groh, Sezer Karaoglu, Theo Gevers
2024	J	`jnl`	Scaling Image Tokenizers with Grouped Spherical Quantization. CoRR Jiangtao Wang, Zhen Qin, Yifan Zhang, Vincent Tao Hu, Björn Ommer, Rania Briq, Stefan Kesselheim
2024	J	`jnl`	Training Class-Imbalanced Diffusion Model Via Overlap Optimization. CoRR Divin Yan, Lu Qi, Vincent Tao Hu, Ming-Hsuan Yang, Meng Tang
2024	—	`conf`	ZigMa: A DiT-style Zigzag Mamba Diffusion Model. ECCV (21) Vincent Tao Hu, Stefan Andreas Baumann, Ming Gui, Olga Grebenkova, Pingchuan Ma, Johannes S. Fischer, Björn Ommer
2024	J	`jnl`	ZigMa: A DiT-style Zigzag Mamba Diffusion Model. CoRR Vincent Tao Hu, Stefan Andreas Baumann, Ming Gui, Olga Grebenkova, Pingchuan Ma, Johannes S. Fischer, Björn Ommer
2024	J	`jnl`	[MASK] is All You Need. CoRR Vincent Tao Hu, Björn Ommer
2023	J	`jnl`	Generative Data Augmentation Improves Scribble-supervised Semantic Segmentation. CoRR Jacob Schnell, Jieke Wang, Lu Qi, Vincent Tao Hu, Meng Tang
2023	J	`jnl`	Guided Diffusion from Self-Supervised Diffusion Features. CoRR Vincent Tao Hu, Yunlu Chen, Mathilde Caron, Yuki M. Asano, Cees G. M. Snoek, Björn Ommer
2023	J	`jnl`	Latent Space Editing in Transformer-Based Flow Matching. CoRR Vincent Tao Hu, David W. Zhang, Pascal Mettes, Meng Tang, Deli Zhao, Cees G. M. Snoek
2023	J	`jnl`	Motion Flow Matching for Human Motion Synthesis and Editing. CoRR Vincent Tao Hu, Wenzhe Yin, Pingchuan Ma, Yunlu Chen, Basura Fernando, Yuki M. Asano, Efstratios Gavves, Pascal Mettes, Björn Ommer, Cees G. M. Snoek
2023	A*	`conf`	Self-Guided Diffusion Models. CVPR Vincent Tao Hu, David W. Zhang, Yuki M. Asano, Gertjan J. Burghouts, Cees G. M. Snoek
2023	J	`jnl`	ToddlerDiffusion: Flash Interpretable Controllable Diffusion Model. CoRR Eslam Mohamed Bakr, Liangbing Zhao, Vincent Tao Hu, Matthieu Cord, Patrick Pérez, Mohamed Elhoseiny
2022	J	`jnl`	Self-Guided Diffusion Models. CoRR Vincent Tao Hu, David W. Zhang, Yuki M. Asano, Gertjan J. Burghouts, Cees G. M. Snoek
2022	A	`conf`	Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting. WACV Martine Toering, Ioannis Gatopoulos, Maarten Stol, Vincent Tao Hu
2021	J	`jnl`	Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting. CoRR Martine Toering, Ioannis Gatopoulos, Maarten Stol, Vincent Tao Hu
2020	—	`conf`	Localizing the Common Action Among a Few Videos. ECCV (7) Pengwan Yang, Vincent Tao Hu, Pascal Mettes, Cees G. M. Snoek
2020	J	`jnl`	Localizing the Common Action Among a Few Videos. CoRR Pengwan Yang, Vincent Tao Hu, Pascal Mettes, Cees G. M. Snoek
2020	—	`conf`	PointMixup: Augmentation for Point Clouds. ECCV (3) Yunlu Chen, Vincent Tao Hu, Efstratios Gavves, Thomas Mensink, Pascal Mettes, Pengwan Yang, Cees G. M. Snoek
2020	J	`jnl`	PointMixup: Augmentation for Point Clouds. CoRR Yunlu Chen, Vincent Tao Hu, Efstratios Gavves, Thomas Mensink, Pascal Mettes, Pengwan Yang, Cees G. M. Snoek