PointMixup: Augmentation for Point Clouds. - Yunlu Chen; Vincent Tao Hu; Efstratios Gavves; Thomas Mensink; Pascal Mettes; Pengwan Yang; Cees G. M. Snoek (ECCV (3), 2020)

Localizing the Common Action Among a Few Videos. - Pengwan Yang; Vincent Tao Hu; Pascal Mettes; Cees G. M. Snoek (ECCV (7), 2020)

Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting. - Martine Toering; Ioannis Gatopoulos; Maarten Stol; Vincent Tao Hu (WACV, 2022)

Self-Guided Diffusion Models. - Vincent Tao Hu; David W. Zhang; Yuki M. Asano; Gertjan J. Burghouts; Cees G. M. Snoek (CVPR, 2023)

ToddlerDiffusion: Flash Interpretable Controllable Diffusion Model. - Eslam Mohamed Bakr; Liangbing Zhao; Vincent Tao Hu; Matthieu Cord; Patrick Pérez; Mohamed Elhoseiny (CoRR, 2023)

Generative Data Augmentation Improves Scribble-supervised Semantic Segmentation. - Jacob Schnell; Jieke Wang; Lu Qi; Vincent Tao Hu; Meng Tang (CoRR, 2023)

Guided Diffusion from Self-Supervised Diffusion Features. - Vincent Tao Hu; Yunlu Chen; Mathilde Caron; Yuki M. Asano; Cees G. M. Snoek; Björn Ommer (CoRR, 2023)

Motion Flow Matching for Human Motion Synthesis and Editing. - Vincent Tao Hu; Wenzhe Yin; Pingchuan Ma 006; Yunlu Chen; Basura Fernando; Yuki M. Asano; Efstratios Gavves; Pascal Mettes; Björn Ommer; Cees G. M. Snoek (CoRR, 2023)

Latent Space Editing in Transformer-Based Flow Matching. - Vincent Tao Hu; David W. Zhang; Pascal Mettes; Meng Tang 001; Deli Zhao; Cees G. M. Snoek (CoRR, 2023)

Latent Space Editing in Transformer-Based Flow Matching. - Vincent Tao Hu; Wei Zhang; Meng Tang 001; Pascal Mettes; Deli Zhao; Cees Snoek (AAAI, 2024)

Flow Matching for Conditional Text Generation in a Few Sampling Steps. - Vincent Tao Hu; Di Wu; Yuki Markus Asano; Pascal Mettes; Basura Fernando; Björn Ommer; Cees Snoek (EACL (2), 2024)

ZigMa: A DiT-style Zigzag Mamba Diffusion Model. - Vincent Tao Hu; Stefan Andreas Baumann; Ming Gui; Olga Grebenkova; Pingchuan Ma 006; Johannes S. Fischer; Björn Ommer (ECCV (21), 2024)

FMBoost: Boosting Latent Diffusion with Flow Matching. - Johannes Schusterbauer; Ming Gui; Pingchuan Ma 006; Nick Stracke; Stefan Andreas Baumann; Vincent Tao Hu; Björn Ommer (ECCV (61), 2024)

Training Class-Imbalanced Diffusion Model Via Overlap Optimization. - Divin Yan; Lu Qi; Vincent Tao Hu; Ming-Hsuan Yang 001; Meng Tang (CoRR, 2024)

DepthFM: Fast Monocular Depth Estimation with Flow Matching. - Ming Gui; Johannes S. Fischer; Ulrich Prestel; Pingchuan Ma 006; Dmytro Kotovenko; Olga Grebenkova; Stefan Andreas Baumann; Vincent Tao Hu; Björn Ommer (CoRR, 2024)

Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions. - Stefan Andreas Baumann; Felix Krause 002; Michael Neumayr; Nick Stracke; Vincent Tao Hu; Björn Ommer (CoRR, 2024)

Diffusion Models and Representation Learning: A Survey. - Michael Fuest; Pingchuan Ma 006; Ming Gui; Johannes S. Fischer; Vincent Tao Hu; Björn Ommer (CoRR, 2024)

Retinex-Diffusion: On Controlling Illumination Conditions in Diffusion Models via Retinex Theory. - Xiaoyan Xing; Vincent Tao Hu; Jan Hendrik Metzen; Konrad Groh; Sezer Karaoglu; Theo Gevers (CoRR, 2024)

Scaling Image Tokenizers with Grouped Spherical Quantization. - Jiangtao Wang; Zhen Qin; Yifan Zhang; Vincent Tao Hu; Björn Ommer; Rania Briq; Stefan Kesselheim (CoRR, 2024)

[MASK] is All You Need. - Vincent Tao Hu; Björn Ommer (CoRR, 2024)

Does VLM Classification Benefit from LLM Description Semantics? - Pingchuan Ma 006; Lennart Rietdorf; Dmytro Kotovenko; Vincent Tao Hu; Björn Ommer (AAAI, 2025)

DepthFM: Fast Generative Monocular Depth Estimation with Flow Matching. - Ming Gui; Johannes Schusterbauer; Ulrich Prestel; Pingchuan Ma 006; Dmytro Kotovenko; Olga Grebenkova; Stefan Andreas Baumann; Vincent Tao Hu; Björn Ommer (AAAI, 2025)

Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions. - Stefan Andreas Baumann; Felix Krause 002; Michael Neumayr; Nick Stracke; Melvin Sevi; Vincent Tao Hu; Björn Ommer (CVPR, 2025)

ToddlerDiffusion: Interactive Structured Image Generation with Cascaded Schrödinger Bridge. - Eslam Mohamed Bakr; Liangbing Zhao; Vincent Tao Hu; Matthieu Cord; Patrick Pérez; Mohamed Elhoseiny (ICLR, 2025)

Distillation of Diffusion Features for Semantic Correspondence. - Frank Fundel; Johannes Schusterbauer; Vincent Tao Hu; Björn Ommer (WACV, 2025)

TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training. - Felix Krause 002; Timy Phan; Vincent Tao Hu; Björn Ommer (CoRR, 2025)

MaskFlow: Discrete Flows For Flexible and Efficient Long Video Generation. - Michael Fuest; Vincent Tao Hu; Björn Ommer (CoRR, 2025)

ActAlign: Zero-Shot Fine-Grained Video Classification via Language-Guided Sequence Alignment. - Amir Aghdam; Vincent Tao Hu (CoRR, 2025)

Can Prompt Difficulty be Online Predicted for Accelerating RL Finetuning of Reasoning Models? - Yun Qu 002; Qi Wang; Yixiu Mao; Vincent Tao Hu; Björn Ommer; Xiangyang Ji (CoRR, 2025)