Video Prediction

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6 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. Long-WAM: Scaling the Context of World-Action Models

    Oct 7, 2026Wei Huang, Bohan Zhang, Chenzhi Liu +13Long-Horizon Robotic ManipulationAction-Conditioned World Models

    NVIDIA · HKU · MIT +1

  2. Video Prediction Policy 2: Predict Better, Act Better

    Oct 7, 2026Yanjiang Guo, Haodong Yan, Zhide Zhong +15Visuomotor Policy LearningWorld Action Models

    Robotera · Tsinghua University · HKUST (GZ) +2

  3. VepAgent: Bridging Causal-Transition via Tool-Augmented Reinforcement Learning for Video Event Prediction

    Oct 5, 2026Qiutong Chen, Yuchan Guo, Zhenlong Yuan +10Video PredictionCausal Reasoning in Videos

    Nankai University · Carnegie Mellon University · Xiaohongshu Inc. +4

  4. Learning Conditional Source Distribution via Flow Reversal for Temporal Flow Matching

    Oct 4, 2026Kuan-Hsun Tu, Hsuan-Chi Liu, Jia-Wei Liao +3Flow MatchingVideo Prediction

    National Taiwan University

  5. Latent-Foresight: End-to-End Learning Predictable Representations for Latent World Models

    Oct 1, 2026Efstathios Karypidis, Spyros Gidaris, Nikos KomodakisVideo PredictionPredictive Representation Learning

    Archimedes, Athena Research Center, Greece · National Technical University of Athens · University of Crete +1

  6. Lagrangian--Hamiltonian Flows for Video Prediction and Image Generation: A Symplectic Perspective

    Sep 28, 2026Jiawei HuImage GenerationHamiltonian Neural Networks

    Department of Mathematics and Statistics, Boston University

  7. MinkowskiPE: Minkowski Positional Encoding for Spatiotemporal Perception

    Sep 27, 2026Yuhao Li, Louie Hong Yao, Tianyi Shi +4Spatiotemporal ReasoningPositional Encoding

    Wave Intelligence Lab · Department of Computer Science and Engineering, The Chinese University of Hong Kong · Shanghai Artificial Intelligence Laboratory

  8. CausalWM: Causal Chain-of-Thought Reasoning for Embodied World Model

    Sep 19, 2026Ziming Xu, Shuang Liang, Ruobing Han +10Causal World ModelsAction-Conditioned World Models

    Aether AI · University of California, San Diego · Vanderbilt University

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

    Sep 15, 2026Rwiddhi Chakraborty, Yinong, Wang +7Video-Language Model EvaluationVideo QA

    Oliver · University of Copenhagen · Carnegie Mellon University +4

  10. Do Video Generators Track the World Across Segments? A Benchmark and Method for World-State Reasoning in Video Continuation

    Sep 3, 2026Yingmao Miao, Pengfei Zhang, Chaoran Xu +5Long Video GenerationVideo Generation

    1Xi’an Jiaotong University · 2DreamX Team, Alibaba Group · †Work done during an internship at DreamX Team, Alibaba Group +1

  11. GeoRoute: Geometry-Aware Hybrid Inference for Traffic Future-Frame Prediction

    Aug 10, 2026Khang Minh Le, Hieu Dinh Trung Pham, Luu Thanh Danh +8Video Diffusion ModelsAutonomous Driving

    PAMI Lab, Vietnamese-German University, Vietnam · University of Science, Ho Chi Minh City, Vietnam · GenAI4E Lab +2

  12. HERA: Historical Evidence Routing Adapter for Physical Prediction in Latent World Models

    Aug 6, 2026Yuanruyi, Yue Cao, Haojia Gao +7Video PredictionLatent World Models

    Chongqing University · Everwise-Tech Co., Ltd. · Research Institute of Tsinghua University in Shenzhen +2

  13. DynaPix: Can Vision-Language Models Identify the Exact Future?

    Aug 6, 2026Thong Nguyen, Vinh-Hien Do, Quynh Vo +2VLM EvaluationVision-Language Models

    Centre for AI Research, VinUniversity · National University of Singapore

  14. Overcoming Statistical Bias in Action-Controllable World Models

    Aug 5, 2026Yuhong Shi, Zhenhao Chu, Jie Wei +3World ModelsAction-Conditioned World Models

    Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University, Xi’an, China · China Mobile (Shanghai) Information and Communication Technology Co., Ltd., Shanghai, China · Zhongguancun Academy, Beijing, China

  15. Predict, Then Retrieve: Cross-Instance Future-State Retrieval from Video Prefixes

    Aug 5, 2026Quynh Vo, Thong Nguyen, Vinh-Hien Do +2Cross-Modal RetrievalVideo Prediction

    Centre for AI Research, VinUniversity · National University of Singapore

  16. CrossScope: A Role-Asymmetric World Model for Joint Dual-Scope Surgical Video Prediction

    Aug 4, 2026Wanhao Liu, Jinsong Lin, Rulin Zhou +11Multi-View Video GenerationMulti-View Learning

    2GDUT · 3SLAI · Wanhao Liu2,3∗ +16

  17. SUV: Future Scene Understanding as Video Generation for End-to-End Driving

    Aug 4, 2026Yibo Yuan, Jiacheng Fu, Jiangtong Zhu +8End-to-End Autonomous DrivingAutonomous Driving Perception

    Xi’an Jiaotong University · University of Science and Technology of China · Yinwang Intelligent Technology Co., Ltd. +1

  18. ODEWorld: A Continuous Predictive Architecture via Physical-Time Flow

    Jul 30, 2026Dongxiu Liu, Haoyi Niu, Peng Cheng +5Robotic ControlLatent Dynamics Modeling

    Institute for AI Industry Research (AIR), Tsinghua University, Beijing, China · 2Berkeley Artificial Intelligence Research (BAIR), University of California, Berkeley, CA, USA

  19. Self Gradient Forcing: Native Long Video Extrapolation

    Jul 22, 2026Junhao Zhuang, Shiyi Zhang, Yuxuan Bian +11Video Diffusion ModelsAutoregressive Diffusion

    Joy Future Academy, JD

  20. LongE2V: Long-Horizon Event-based Video Reconstruction, Prediction, and Frame Interpolation with Video Diffusion Models

    Jul 9, 2026Cheng-De Fan, Chun-Wei Tuan Mu, Chen-Wei Chang +4Event-Based VisionVideo Diffusion Models

    National Yang Ming Chiao Tung University, Taiwan

  21. Prompt-Adapter Context Routing for Parameter-Efficient Multi-Shot Long Video Extrapolation

    Jul 7, 2026Anna Córdoba, Adam Puente Tercero, Nerea Angulo Hijo +4Video Diffusion ModelsVideo Prediction

    Instituto de Investigación en Visión Artificial

  22. SUNTA: Hierarchical Video Prediction with Surprise-based Chunking

    Jul 2, 2026Tomoshi Iiyama, Masahiro Suzuki, Yutaka MatsuoVideo PredictionState Space Models

    The University of Tokyo

  23. RetailSMV: Exocentric vs. Egocentric Adaptation of Foundation Video World Models in Retail

    Jul 1, 2026Amirreza Rouhi, Rajat Aggarwal, Parikshit Sakurikar +2Vision Foundation Model AdaptationVideo Prediction

    DreamVu

  24. Learning Video Dynamics with Predictive Differentiable Rendering

    Jun 30, 2026Yujin Tang, Tian Zhou, Xin Lin +5Differentiable RenderingVideo Prediction

    1Dartmouth College, USA · 2DAMO Academy, Alibaba Group, China · 6Ant Group, China +3

  25. Prediction of Viscoelastic Droplet Impact Dynamics Using a Vision Transformer-Based Approach

    Jun 22, 2026Diego A. de Aguiar, Cassio M. OishiPDE Surrogate ModelingVideo Prediction

    Departamento de Matem´atica e Computa¸c˜ao, Faculdade de Ciˆencias e Tecnologia, Universidade Estadual Paulista “J´ulio de Mesquita Filho”, Presidente Prudente, Brazil

  26. SurgVista: Long-Horizon Surgical World Modeling with Plausible Instrument-Tissue Dynamics

    Jun 18, 2026Wentao Pan, Wuyang Li, Shengyuan Liu +3World ModelsVideo Prediction

    The Chinese University of Hong Kong · EPFL · Imperial College London

  27. Video-Based Prediction of In-Flight Particle Characteristics in Atmospheric Plasma Spraying

    Jun 5, 2026Abhijeet Praveen, Sareh Soleimani, Cormac Cureton +4Materials ScienceVideo Prediction

    Department of Electrical and Computer Engineering, McGill University, Montreal, QC H2X 2G6, Canada · Mila – Quebec AI Institute, Montreal, QC H2S 3H1, Canada · National Research Council of Canada, Boucherville, QC J4B 6G4, Canada

  28. Imagine Before You Predict: Interleaved Latent Visual Reasoning for Video Event Prediction

    Jun 4, 2026Tianxiang Jiang, Linquan Wu, Sheng Xia +5Large Vision-Language ModelsLatent Visual Reasoning

    University of Science and Technology of China · Shanghai AI Laboratory · City University of Hong Kong +4

  29. Reinforcement Learning from Cross-domain Videos with Video Prediction Model

    Jun 2, 2026Zhao Yang, Xinrui Zu, Jacob E. Kooi +5RL for RoboticsImitation Learning

    VU Amsterdam, The Netherlands · ISAE-SUPAERO, France

  30. ReCA: Multi-Shot Long Video Extrapolation via Recursive Context Allocation

    May 26, 2026Akide Liu, Jinbo Xing, Chaojie Mao +8Long Video GenerationVideo Prediction

    1Monash University · 2Tongyi Lab, Alibaba Group · 3Zhejiang University +1

  31. CRONOS: Benchmarking Counterfactual Physical Consistency in Video Models

    May 22, 2026León Begiristain, Olaf Dünkel, Adam KortylewskiCounterfactual EvaluationPhysical Consistency in Video Generation

    University of Freiburg · Freiburg im Breisgau, Germany · Max Planck Institute for Informatics +3

  32. Nano World Models: A Minimalist Implementation of Future Video Prediction

    May 17, 2026Siqiao Huang, Partha Kaushik, Michael Chen +5Action-Conditioned Video GenerationLong-Horizon Video Generation

    Tsinghua University · Carnegie Mellon University · University of Bristol +2

  33. Identifiable Token Correspondence for World Models

    May 15, 2026Youngin Kim, Ray Sun, Inho Kim +2World Model LearningTransformer-Based RL

    Interdisciplinary Program in Artificial Intelligence, Seoul National University · Department of Computer Science and Engineering, Seoul National University · KRAFTON

  34. Latent Video Prediction for World Modeling: An Evaluation Uncovering Intriguing Favorable Evidence

    May 15, 2026Ali J Alrasheed, Aryan Yazdan Parast, Basim Azam +2Video Representation LearningVideo Prediction

    The University of Melbourne · Monash University

  35. Entity-Centric World Models: Interaction-Aware Masking for Causal Video Prediction

    May 14, 2026Santosh Kumar PaidiWorld Model LearningCausal World Models

    Genentech, Inc.

  36. RAVEN: Real-time Autoregressive Video Extrapolation with Consistency-model GRPO

    May 14, 2026Yanzuo Lu, Ronglai Zuo, Jiankang DengAutoregressive DiffusionLong-Horizon Video Generation

    Imperial College London

  37. CausalGS: Learning Physical Causality of 3D Dynamic Scenes with Gaussian Representations

    May 11, 2026Nengbo Lu, Minghua PanDynamic Scene ReconstructionVideo Prediction

    Guilin University of Electronic Technology · Guilin, China

  38. VeloGauss: Learning Physically Consistent Gaussian Velocity Fields from Videos

    May 11, 2026Nengbo Lu, Bin Zhao3D Gaussian SplattingDynamic Scene Reconstruction

    Guangxi Key Laboratory of Robot Intelligent Perception and Control, School of Artificial Intelligence, Guilin University of Electronic Technology, Guilin, 541004, China

  39. Towards Generative Predictive Display for Vision-Based Teleoperation: A Zero-Shot Benchmark of Off-the-Shelf Video Models

    May 10, 2026Aws Khalil, Jaerock KwonVideo Diffusion ModelsRobot Teleoperation

    Department of Electrical and Computer Engineering, University of Michigan - Dearborn, Dearborn, MI, USA

  40. CNN-based Multi-In-Multi-Out Model for Efficient Spatiotemporal Prediction

    May 2, 2026Hyeonseok JinEfficient Neural Network InferencePrecipitation Forecasting

    Department of Artificial Intelligence Convergence, Graduate School, Chonnam National University

  41. FlowC2S: Flowing from Current to Succeeding Frames for Fast and Memory-Efficient Video Continuation

    Apr 19, 2026Hovhannes Margaryan, Quentin Bammey, Christian SandorFlow MatchingText-to-Video Generation

    Team ARAI, Universit´e Paris-Saclay, CNRS, LISN, France · LTCI, T´el´ecom Paris, Institut Polytechnique de Paris, France

  42. UniE2F: A Unified Diffusion Framework for Event-to-Frame Reconstruction with Video Foundation Models

    Feb 22, 2026Gang Xu, Zhiyu Zhu, Junhui HouEvent-Based VisionVideo Prediction

    Department of Computer Science, City University of Hong Kong, Hong Kong, China · Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen, China · Department of Computer Science, City University of Hong Kong (Dongguan), Dongguan, China

  43. UniDrive-WM: Unified Understanding, Planning and Generation World Model for Autonomous Driving

    Jan 7, 2026Zhexiao Xiong, Xin Ye, Burhan Yaman +5Vision-Language ModelsWorld Model Learning

    Bosch Research North America · Bosch Center for Artificial Intelligence (BCAI) · Arizona State University +2

  44. Event-based Scene Synthesis via Inter-Frame Residual Alignment

    Dec 19, 2025Jiyun Kong, Jun-Hyuk Kim, Jong-Seok LeeEvent-Based VisionVideo Prediction

    Yonsei University, Korea · Chung-Ang University, Korea

  45. Auto-Regressive Models Need Structural Registers: Semantic Foresight Improves Coherent Driving Video Continuation

    Dec 4, 2024Ruibo Ming, Jingwei Wu, Zhewei Huang +4Video PredictionAutoregressive Video Generation

    Tsinghua University · Megvii Technology · University of the Chinese Academy of Sciences +2