OASIS: A Large-Scale Dataset for Single Image 3D in the Wild. - Weifeng Chen; Shengyi Qian 001; David Fan 001; Noriyuki Kojima; Max Hamilton; Jia Deng 001 (CVPR, 2020)

Shot Contrastive Self-Supervised Learning for Scene Boundary Detection. - Shixing Chen; Xiaohan Nie; David Fan 001; Dongqing Zhang; Vimal Bhat; Raffay Hamid (CVPR, 2021)

Motion-Guided Masking for Spatiotemporal Representation Learning. - David Fan 001; Jue Wang 010; Shuai Liao; Yi Zhu 001; Vimal Bhat; Hector J. Santos-Villalobos; Rohith MV; Xinyu Li 003 (ICCV, 2023)

MEGA: Multimodal Alignment Aggregation and Distillation For Cinematic Video Segmentation. - Najmeh Sadoughi; Xinyu Li 003; Avijit Vajpayee; David Fan 001; Bing Shuai; Hector J. Santos-Villalobos; Vimal Bhat; Rohith MV (ICCV, 2023)

Nearest-Neighbor Inter-Intra Contrastive Learning from Unlabeled Videos. - David Fan 001; Deyu Yang; Xinyu Li 003; Vimal Bhat; Rohith MV (CoRR, 2023)

Text-Guided Video Masked Autoencoder. - David Fan 001; Jue Wang 010; Shuai Liao; Zhikang Zhang; Vimal Bhat; Xinyu Li 003 (ECCV (5), 2024)

Video Token Merging for Long Video Understanding. - Seon-Ho Lee; Jue Wang 010; Zhikang Zhang; David Fan 001; Xinyu Li 003 (NeurIPS, 2024)

Video Token Merging for Long-form Video Understanding. - Seon-Ho Lee; Jue Wang 010; Zhikang Zhang; David Fan 001; Xinyu Li 003 (CoRR, 2024)

NowYouSee Me: Context-Aware Automatic Audio Description. - Seon-Ho Lee; Jue Wang 010; David Fan 001; Zhikang Zhang; Linda Liu; Xiang Hao; Vimal Bhat; Xinyu Li 003 (CoRR, 2024)

Scaling Language-Free Visual Representation Learning. - David Fan 001; Shengbang Tong; Jiachen Zhu 002; Koustuv Sinha; Zhuang Liu 003; Xinlei Chen; Michael Rabbat; Nicolas Ballas; Yann LeCun; Amir Bar; Saining Xie (ICCV, 2025)

MetaMorph: Multimodal Understanding and Generation via Instruction Tuning. - Shengbang Tong; David Fan 001; Jiachen Zhu 002; Yunyang Xiong; Xinlei Chen; Koustuv Sinha; Michael Rabbat; Yann LeCun; Saining Xie; Zhuang Liu 003 (ICCV, 2025)

Now you see Me: Context-Aware Automatic Audio Description. - Seon-Ho Lee; Jue Wang 010; David Fan 001; Zhikang Zhang; Linda Liu; Xiang Hao; Vimal Bhat; Xinyu Li 003 (WACV, 2025)

GEXIA: Granularity Expansion and Iterative Approximation for Scalable Multi-Grained Video-Language Learning. - Yicheng Wang; Zhikang Zhang; Jue Wang 010; David Fan 001; Zhenlin Xu; Linda Liu; Xiang Hao; Vimal Bhat; Xinyu Li 003 (WACV, 2025)

V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning. - Mido Assran; Adrien Bardes; David Fan 001; Quentin Garrido; Russell Howes; Mojtaba Komeili; Matthew J. Muckley; Ammar Rizvi; Claire Roberts; Koustuv Sinha; Artem Zholus; Sergio Arnaud; et al. (CoRR, 2025)

Learning to See Before Seeing: Demystifying LLM Visual Priors from Language Pre-training. - Junlin Han; Shengbang Tong; David Fan 001; Yufan Ren; Koustuv Sinha; Philip Torr 001; Filippos Kokkinos (CoRR, 2025)

World Models Can Leverage Human Videos for Dexterous Manipulation. - Raktim Gautam Goswami; Amir Bar; David Fan 001; Tsung-Yen Yang; Gaoyue Zhou; Prashanth Krishnamurthy; Michael Rabbat; Farshad Khorrami; Yann LeCun (CoRR, 2025)

A Lightweight Library for Energy-Based Joint-Embedding Predictive Architectures. - Basile Terver; Randall Balestriero; Megi Dervishi; David Fan 001; Quentin Garrido; Tushar Nagarajan; Koustuv Sinha; Wancong Zhang; Mike Rabbat; Yann LeCun; Amir Bar (CoRR, 2026)

Beyond Language Modeling: An Exploration of Multimodal Pretraining. - Shengbang Tong; David Fan 001; John Nguyen; Ellis Brown; Gaoyue Zhou; Shengyi Qian 001; Boyang Zheng; Théophane Vallaeys; Junlin Han; Rob Fergus; Naila Murray; Marjan Ghazvininejad; et al. (CoRR, 2026)