Video Foundation Models

Ask about this topic

Latest papers

CardsList

18 papers2 papers in the last four weeks, down 33% on the four weeks before. 0.0% of all new papers.

  1. Interpreting Physics in Video Encoders using Multi-Object Interaction Videos

    Oct 22, 2026Ayushi Mehrotra, Sai Vidyaranya NuthalapatiPhysical Reasoning in VideoNeural Network Interpretability

    Caltech

  2. Reading, Writing, Sharing, and Interacting with the World through Video

    Oct 22, 2026Shengqiong Wu, Meng Luo, Bobo Li +5Video Foundation ModelsVideo World Models

    University of Oxford · NUS · NTU +1

  3. Kandinsky 6.0 Video: Foundation Models for Synchronized Video and Audio Generation

    Oct 4, 2026Team Kandinsky, Julia Agafonova, Bulat Akhmatov +85Audio-Video GenerationVideo Diffusion Models

  4. CoVisco: Codec-Native Vision Encoder with Native Token Compression for Unified Image-Video Understanding

    Sep 30, 2026Yulong Liu, Xiaotian Han, Junyuan Shang +6Video UnderstandingEfficient VLM Inference

    ERNIE Team, Baidu Inc. · The Hong Kong University of Science and Technology · Institute of Automation, Chinese Academy of Sciences (CASIA)

  5. Not Another Text Benchmark: Putting the "Visual" Back in Visual Question Answering for Large Video Models

    Sep 15, 2026Rwiddhi Chakraborty, Yinong Oliver Wang, Cheng Zhang +6Video-Language Model EvaluationVideo Question Answering

    Oliver · University of Copenhagen · Carnegie Mellon University +4

  6. VidaForge: Open Research Infrastructure for Video Pretraining Data Recipes

    Sep 6, 2026Yan Ma, Jiadi Su, Zhulin Hu +4Vision Foundation ModelsTraining Data Curation

    Fudan University · Generative Artificial Intelligence Research Lab (GAIR) · Shanghai Jiao Tong University +2

  7. What, Where, and How: Probing Spatiotemporal Representations in Video Foundation Models

    Sep 1, 2026Sharon S. Musa, Fereshteh Forghani, Harrish Thasarathan +3Physical Reasoning in VideoVision Foundation Models

    Lassonde School of Engineering, York University, Toronto, Canada · Vector Institute, Toronto, Canada · FAIR, Meta Superintelligence Labs +2

  8. Video Generation Models are General-Purpose Vision Learners

    Jul 10, 2026Letian Wang, Chuhan Zhang, Rishabh Kabra +9Video Diffusion ModelsVision Foundation Models

    Google DeepMind · University of Toronto · University College London +3

  9. How Do Video Foundation Models Encode Intuitive Physics? Probing Across Pretraining Paradigms

    Jun 8, 2026Samuele Punzo, Niccolò Caselli, Ippokratis Pantelidis +3Vision Foundation ModelsVideo Representation Learning

    University of Amsterdam

  10. PlayClass: Automated Play Behaviour Classification in Poultry

    May 26, 2026Prince Ravi Leow, Neil Scheidwasser, Rebecca Oscarsson +3Video Action RecognitionVideo Foundation Models

    Section for Health Data Science & AI, University of Copenhagen · 1Section for Health Data Science & AI, University of Copenhagen · Department of Infectious Disease Epidemiology, Imperial College London +2

  11. Towards Data-Efficient Video Pre-training with Frozen Image Foundation Models

    May 18, 2026Svetlana Orlova, Niccolò Cavagnero, Gijs DubbelmanStreaming Video UnderstandingVision Foundation Model Adaptation

    Eindhoven University of Technology

  12. PushupBench: Your VLM is not good at counting pushups

    Apr 25, 2026Shengzhi Li, Jiarun Chen, Karun Sharma +2Temporal Video UnderstandingVideo-Language Model Evaluation

  13. Motif-Video 2B: Technical Report

    Apr 14, 2026Junghwan Lim, Wai Ting Cheung, Minsu Ha +25T2V GenerationVideo Foundation Models

    Motif Technologies

  14. THFM: A Unified Video Foundation Model for 4D Human Perception and Beyond

    Mar 26, 2026Letian Wang, Andrei Zanfir, Eduard Gabriel Bazavan +2Video Foundation ModelsVision Foundation Models

    Google DeepMind

  15. Speed by Simplicity: A Single-Stream Architecture for Fast Audio-Video Generative Foundation Model

    Mar 23, 2026SII-GAIR, Sand. ai, : +43Multimodal TransformerAudio-Video Generation

  16. Video Understanding: From Geometry and Semantics to Unified Models

    Mar 18, 2026Zhaochong An, Zirui Li, Mingqiao Ye +9Video Foundation ModelsVideo Understanding

    Department of Computer Science, University of Copenhagen, Copenhagen 2100, Denmark. · College of Computer Science, Nankai University, Tianjin 300350, China. · School of Computer and Communication Sciences, EPFL, Lausanne 1015, Switzerland. +7

  17. Summer-22B: A Systematic Approach to Dataset Engineering and Training at Scale for Video Foundation Model

    Feb 26, 2026Simo Ryu, Chunghwan HanVideo Foundation ModelsVision Foundation Models

    fal

  18. UniVBench: Towards Unified Evaluation for Video Foundation Models

    Feb 25, 2026Jianhui Wei, Xiaotian Zhang, Yichen Li +6Video Foundation ModelsVideo Editing Benchmarks

    Zhejiang University · ByteDance · Zhejiang Lab