Generative Video Models

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  1. World Models' Last Exam in Physics

    Oct 6, 2026Mingju Gao, Qingle Liu, Yuzhao Peng +8Video World ModelsLong-Video Benchmarks

  2. PhysicsLENS: Diagnosing Physical Property Blindness in Video Generation Models

    Oct 1, 2026Isaiah Milkey, Som Sagar, Aditya Taparia +3Physical PlausibilityGenerative Video Models

  3. Video Generation Models: A Survey of Post-Training and Alignment

    Sep 30, 2026Chaoyu Li, Xiaoyi Gu, Yogesh Kulkarni +10Generative Video ModelsVideo Generation

  4. Physis-Lang: Self-Evolving Language as a Physical Representation for Video World Model

    Sep 30, 2026Liming Lu, Xianzheng Ma, Wenkun He +14Video World ModelsGenerative Video Models

  5. FOMO: Forget the Concept, Don't Miss Out on the Scene in Selective Video Unlearning

    Sep 30, 2026Łukasz Rudnik, Agnieszka Polowczyk, Alicja Polowczyk +1Generative Video ModelsExact Unlearning

  6. FracGen: Learning How Objects Stretch and Tear with Physics-Informed Video Generation

    Sep 29, 2026Trong-Tung Nguyen, Jiahan Zhang, Anand BhattadGenerative Video ModelsObjects

  7. Scaling Video Generation for Reasoning: At What Cost?

    Sep 29, 2026Weihang Guo, Xiaoyu Wu, Yifei Wang +2Generative Video ModelsLong Video Generation

  8. GeoVerse: World-Consistent Novel View Synthesis in Geometric Latent Space

    Sep 28, 2026Kerui Ren, Tao Lu, Linning Xu +5Novel View SynthesisGenerative Video Models

  9. An Efficient and Effective Watermarking Scheme for the Protection of the Intellectual Property Rights of Video Generative Models

    Sep 20, 2026Wenhong Huang, Jianwei Fei, Benedetta Tondi +2WatermarkingWatermarks

  10. RewardVerse: Rubric-Guided Policy Optimization for Video Reward Modeling

    Sep 19, 2026Zhenchen Tang, Yang Li, Songlin Yang +6Generative Video ModelsReward Signal

  11. VOR-Bench: A Human Perception-Driven Benchmark for Video Object Removal

    Sep 15, 2026Haonan Huang, Tianrui Qiu, Xianghao Zang +10Video Object RemovalGenerative Video Models

  12. From Evaluation to Enhancement: Benchmarking and Improving Think-with-Video Reasoning for Video Generative Models

    Sep 12, 2026Meng Luo, Yicheng Liu, Jiahao Wang +5Generative Video ModelsVideo Understanding

  13. VI-Bench: Benchmarking Prompt Inversion from AIGC Videos

    Sep 8, 2026Wulin Xie, Rui Zhao, Kecen Li +5Generative Video ModelsLong Video Generation

  14. The Price of Consistency: Exploiting Visual Anchors for Multimodal Jailbreaking in Video Generation

    Sep 7, 2026Peng Li, Qianqian Xu, Yangbangyan Jiang +2Generative Video ModelsVideo Generation

  15. Principia: Relational Physics Tests for Video Models

    Sep 3, 2026Varun Varma Thozhiyoor, Shivam Tripathi, Venkatesh Babu Radhakrishnan +1Generative Video ModelsPhysics-Aware Models

  16. Can LLMs Design Video Coding Tools? A Case Study on Planar Mode

    Sep 1, 2026Yingwen Zhang, Meng Wang, Liqiang He +1Video CodingVideo-Language Models

  17. Off-Manifold Refinement: Guiding Video Generators with a Frozen World Model

    Aug 30, 2026Hai Nguyen-Truong, Tuan-Anh Vu, Dang HuynhGenerative Video ModelsLong Video Generation

  18. PAWBench: How Far Are We from Probabilistically Aligned World Modeling?

    Aug 27, 2026Yuandong Pu, Le Zhuo, Sayak Paul +11Generative Video ModelsPhysical Plausibility

  19. 4DStreamCtrl: Interactive Video Generation with Online 4D Control

    Aug 26, 2026Shiqian Li, Chenguo Lin, Zhiguang Liu +4Generative Video ModelsInteractive Video Generation

  20. Beyond Trial-and-Error: Agentic Optimization for Image-to-Video Adherence

    Aug 12, 2026Aman Tyagi, Hemanth Boinpally, Jonathan Chen +2Generative Video ModelsPrior Prompt Optimization Techniques

  21. RAVEN-Eval: Rubric-Guided Automatic Evaluation for AI Video Generation Models Based on LMM Preference Judgement

    Aug 10, 2026Ziheng Jia, Jiaying Qian, Zicheng Zhang +3Generative Video ModelsVideo Generation

  22. CosmosAlign: Adapting a World Foundation Model for Generative Traffic Video Forecasting

    Aug 7, 2026Quang Minh Dinh, Tuan Kiet DoanGenerative Video ModelsAccurate Traffic Forecasting

  23. VIPER: Visual In-Context Physics Reasoning for Physically Plausible Video Generation

    Jul 26, 2026Tianxiao Chen, Hanmo Chen, Huajin Chen +3Generative Video ModelsSimilarity and Metrics

  24. Closing the Loop: Training-Free Revisit Consistency for Autoregressive Generative Rendering

    Jul 23, 2026Wenchao Ma, Changran Liu, Sharon X. Huang +1Autoregressive Video GenerationGenerative Video Models

  25. DeforM: Reasoning-Guided Physics-Aware Video Generation via Spatial-Temporal Masking

    Jul 21, 2026Yunyi Li, Yu Qiao, Yaohui Wang +1Generative Video ModelsVideo Generation

  26. Thinking in Video: Can Video Generators Really Reason About the Real World?

    Jul 20, 2026Yongheng Zhang, Guang Yang, Ruihan Hou +12Generative Video ModelsVideo Generation

  27. Apple-ππ: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence

    Jul 17, 2026Runmao Yao, Kairui Hu, Yukang Cao +11Generative Video ModelsPhysical Plausibility

  28. Detecting AI-Generated Video: A Vision-Language Dual-View Survey

    Jul 12, 2026Dylan Xinming Hou, Juntian Zhang, Xu Gu +5Ai-Generated Video DetectionAi-Generated Image Detection

  29. Video Generation Models are General-Purpose Vision Learners

    Jul 10, 2026Letian Wang, Chuhan Zhang, Rishabh Kabra +9Generative Video ModelsVideo Generation

  30. Ink3D: Sculpting 3D Assets with Extremely Complex Textures via Video Generative Models

    Jul 1, 2026Yue Han, Chong Li, Zhening Liu +53D Generative Models3D Assets

  31. MemoBench: Benchmarking World Modeling in Dynamically Changing Environments

    Jun 25, 2026Haoyu Chen, Kaichen Zhou, Hang Hua +11Long-Video BenchmarksGenerative Video Models

  32. PhyEditBench: A Real-World Multi-Stage Benchmark for Physics-Aware Image Editing

    Jun 25, 2026Shengbin Guo, Shaokang He, Chaoyue Meng +4Image EditingGenerative Video Models

  33. Neural Voxel Dynamics: Learning Implicit 3D Physics via Volumetric Feature Advection

    Jun 24, 2026Zican Wang, Niloy Mitra3D MotionVolume

  34. Physics Question Scene Graph: Fine-grained Evaluation of Physical Plausibility in Text-to-Video Generation

    Jun 24, 2026Atin Pothiraj, Jaemin Cho, Yue Zhang +2Generative Video ModelsPhysical Plausibility

  35. iFLYTEK-Embodied-Omni Technical Report

    Jun 24, 2026Yuan Zhang, Jingfei Ni, Guanchen Lu +12Action GenerationCross-Modal Attention

  36. Physics-IQ Verified

    Jun 17, 2026Tim Rädsch, Yuki M Asano, Hilde Kuehne +4Generative Video ModelsPhysics-Aware Models

  37. Revealing Artifacts via Noise Amplification: A Novel Perspective for AI-Generated Video Detection

    Jun 15, 2026Renxi Cheng, Jie Gui, Hongsong WangAi-Generated Video DetectionGenerative Video Models

  38. PermaVid: Consistent Video Generation Across Edits via Disentangled Context Memory

    Jun 15, 2026Shuai Yang, Bingjie Gao, Ziwei Liu +3Generative Video ModelsMultimodal Memory

  39. World Model Self-Distillation: Training World Models to Solve General Tasks

    Jun 10, 2026Sebastian Stapf, Pablo Acuaviva Huertos, Aram Davtyan +1Generative Video ModelsVideo World Models

  40. WorldOlympiad: Can Your World Model Survive a Triathlon?

    Jun 9, 2026Yuke Zhao, Wangbo Zhao, Weijie Wang +8Video World ModelsGenerative Video Models

  41. CultureScore: Evaluating Cultural Faithfulness in Video Generation Models

    Jun 5, 2026Anku Rani, Wei Dai, Shravan Nayak +3Generative Video ModelsCultural Awareness

  42. Dream.exe: Can Video Generation Models Dream Executable Robot Manipulation?

    Jun 3, 2026Rui Zhao, Kaiming Yang, Jifeng Zhu +6Generative Video ModelsHuman Motion Generation

  43. ReConFuse: Reconstruction-Error Guided Semantic Fusion for AI-Generated Video Detection

    Jun 3, 2026Xiaojing Chen, Xinyu Lu, Changtao Miao +1Ai-Generated Video DetectionGenerative Video Models

  44. Lumos-Nexus: Efficient Frequency Bridging with Homogeneous Latent Space for Video Unified Models

    May 29, 2026Jiazheng Xing, Hangjie Yuan, Lingling Cai +9Generative Video ModelsVisual Fidelity

  45. Proprio: Latent Self-Scoring and Inference-Time Refinement for Physically Plausible Video Generation

    May 27, 2026Mariam Hassan, Kaouther Messaoud, Wuyang Li +1Generative Video ModelsPhysical Plausibility

  46. Tail-Aware HiFloat4: W4A4 Post-Training Quantization for Wan2.2

    May 26, 2026Zhanfeng Feng, Shuai Guo, Xin Di +3Post-Training QuantizationFp8

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

    May 26, 2026Akide Liu, Jinbo Xing, Chaojie Mao +8Interactive Video GenerationGenerative Video Models

  48. Paris 2.0: A Decentralized Diffusion Model for Video Generation

    May 25, 2026Ali Rouzbayani, Bidhan Roy, Marcos Villagra +1Generative Video ModelsVideo Generation

  49. Test-Time Self-Adaptive Conditioning for Stable Audio-Driven Talking-Head Generation

    May 25, 2026Zhicheng Zhang, Lei Wang, Yu Zhang +1Audio-Video GenerationGenerative Video Models

  50. Tempered Self-Similarity Alignment for Physically Plausible Video Generation

    May 24, 2026Manjin Kim, Suha Kwak, Minsu ChoGenerative Video ModelsGenerative Models

  51. EvalVerse: Pipeline-Aware and Expert-Calibrated Benchmarking for Professional Cinematic Video Generation

    May 22, 2026Songlin Yang, Haobin Zhong, Ruilin Zhang +23Generative Video ModelsCinematic Ideal