Pre-Trained Video Diffusion Models

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Period ending 2026-09-21

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  1. Pantheon360: Taming Digital Twin Generation via 3D-Aware 360° Video Diffusion

    May 25, 2026Ting-Hsuan Chen, Ying-Huan Chen, Tao Tu +10Controllable Video Generation3D Generative Models

  2. Teaching Video Generators to Remember: Eliciting Dynamic Memory for Out-of-Sight State Evolution

    May 25, 2026Tianshuo Xu, Yichen Xie, Depu Meng +5Long Video GenerationCatastrophic Forgetting

  3. Stabilizing Streaming Video Geometry via Dynamic Feature Normalization

    May 25, 2026Xiaoyang Lyu, Muxin Liu, Xiaoshan Wu +5Feed-Forward Visual Geometry EstimationFeed-Forward 3D Reconstruction

  4. DeltaCam: Differential Intrinsic Camera Modeling for Video Generation

    May 24, 2026Debabrata Mandal, Zhihan Peng, Yujie Wang +1Controllable Video GenerationCamera Intrinsics

  5. WorldCraft: From Camera Navigation to Object Manipulation in Interactive Video World Models

    May 24, 2026Bohai Gu, Taiyi Wu, Yueyang Yuan +9Video World ModelsCamera Control

  6. Reasoning to Align: Implicit Reasoning in Diffusion Transformers for Video Editing

    May 23, 2026Yan Li, Lin Liu, Xiaopeng Zhang +1Video EditingPre-Trained Video Diffusion Models

  7. DexSIM: Real-time Dexterous Simulation with Unified Causal Video Diffusion

    May 23, 2026Adam LeeZero-Shot Sim-To-Real TransferGeneralizable Robotic Manipulations

  8. Geo-Align: Video Generation Alignment via Metric Geometry Reward

    May 22, 2026Zizun Li, Haoyu Guo, Runzhe Teng +2Controllable Video GenerationPhotometric Supervision

  9. One-Forcing: Towards Stable One-Step Autoregressive Video Generation

    May 22, 2026Jiaqi Feng, Justin Cui, Yuanhao Ban +1Autoregressive Video GenerationFew-Step Generation

  10. DFSAttn: Dynamic Fine-grained Sparse Attention for Efficient Video Generation

    May 22, 2026Jie Hu, Zixiang Gao, Yutong He +1Dynamic Sparse AttentionPre-Trained Video Diffusion Models

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

    May 22, 2026Songlin Yang, Haobin Zhong, Ruilin Zhang +23Large-Scale Video Generation ModelsLong Video Generation

  12. CourseBlueprint: A Structured Pipeline for Adaptive Pedagogical Video Generation Grounded in Course Corpora

    May 22, 2026Md Zabirul Islam, Md Motaleb Hossen Manik, Ge WangLong Video GenerationAnalytics

  13. CoMoGen: COntrollable MOtion Dynamics and Interactions with Mask-Guided Video GENeration

    May 21, 2026Adil Meric, Lin Geng Foo, Mert Kiray +3Controllable Video GenerationHuman Motion Generation

  14. WorldKV: Efficient World Memory with World Retrieval and Compression

    May 21, 2026Jung Yi, Minjae Kim, Paul Hyunbin Cho +3Video World ModelsAutoregressive Video Diffusion

  15. Cell Phantom Video Generation in Elliptical Fourier Descriptor Domain

    May 21, 2026Francesco Benedetto, Roberto Basla, Luca Magri +1Long Video GenerationFourier

  16. ORBIS: Output-Guided Token Reduction with Distribution-Aware Matching for Video Diffusion Acceleration

    May 21, 2026Hangyeol Lee, Joo-Young KimPre-Trained Video Diffusion ModelsSelf-Supervised Vision Transformers

  17. iTryOn: Mastering Interactive Video Virtual Try-On with Spatial-Semantic Guidance

    May 20, 2026Jun Zheng, Zhengze Xu, Mengting Chen +6Virtual Try-OnGarments

  18. RoadTones: Tone Controllable Text Generation from Road Event Videos

    May 20, 2026Chirag Parikh, Siddhi Pravin Lipare, Ravi Kiran SarvadevabhatlaText-To-Video ModelsVideo Captioning

  19. Q-ARVD: Quantizing Autoregressive Video Diffusion Models

    May 20, 2026Siao Tang, Xinyin Ma, Gongfan Fang +2Autoregressive Video DiffusionQuantizer

  20. Dynamic Video Generation: Shaping Video Generation Across Time and Space

    May 20, 2026Shikang Zheng, Jingkai Huang, Jiacheng Liu +5High-Fidelity Video GenerationResolution

  21. DySink: Dynamic Frame Sinks for Autoregressive Long Video Generation

    May 20, 2026Bo Ye, Xinyu Cui, Jian Zhao +2Autoregressive Video GenerationDynamic Rope Manipulation

  22. Preserve, Reveal, Expand: Faithful 4D Video Editing with Region-Aware Conditioning

    May 20, 2026Zhangchi Hu, Wenzhang Sun, Xiangchen Yin +5Pre-Trained Video Diffusion ModelsVideo Editing

  23. FlowLong: Inference-time Long Video Generation via Manifold-constrained Tweedie Matching

    May 20, 2026Jangho Park, Geon Yeong Park, Gihyun Kwon +1Long Video GenerationJoint Audio-Video Generation

  24. Accelerating Video Inverse Problem Solvers with Autoregressive Diffusion Models

    May 20, 2026Taesung Kwon, Jonghyun Park, Hyungjin Chung +1Autoregressive Video GenerationPhotorealistic Video Restoration

  25. Goodbye Drift: Anchored Tree Sampling for Long-Horizon Video-to-Video Generation

    May 19, 2026Matthew Bendel, Stephen W. Bailey, Mithilesh Vaidya +2Autoregressive Video GenerationVideo Quality

  26. CogOmniControl: Reasoning-Driven Controllable Video Generation via Creative Intent Cognition

    May 19, 2026Hongji Yang, Songlian Li, Yucheng Zhou +4Controllable Video Generation

  27. TelePhysics: Physics-Grounded Multi-Object Scene Generation from a Single Image with Real-Time Interaction

    May 19, 2026Xin Zhang, Yabo Chen, Yijie Fang +53D ScenesIndoor Scene Generation

  28. Rebalancing Reference Frame Dominance to Improve Motion in Image-to-Video Models

    May 19, 2026Wooseok Jeon, Seungho Park, Seunghyun Shin +3Large Inter-Frame DisplacementsText-To-Video Models

  29. PhyWorld: Physics-Faithful World Model for Video Generation

    May 19, 2026Pu Zhao, Juyi Lin, Timothy Rupprecht +10Large-Scale Video Generation ModelsPhysics Simulation

  30. Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated Videos

    May 18, 2026Yuqi Tang, Yang Shi, Zhuoran Zhang +21Large-Scale Video Generation ModelsVideos

  31. Aurora: Unified Video Editing with a Tool-Using Agent

    May 18, 2026Yongsheng Yu, Ziyun Zeng, Zhiyuan Xiao +4Video EditingText-To-Video Models

  32. LongLive-2.0: An NVFP4 Parallel Infrastructure for Long Video Generation

    May 18, 2026Yukang Chen, Luozhou Wang, Wei Huang +13Long Video GenerationConsumer Graphics Processing Units

  33. Advancing Narrative Long Video Generation via Training-Free Identity-Aware Memory

    May 18, 2026Jinzhuo Liu, Jiangning Zhang, Wencan Jiang +5Long Video GenerationAutoregressive Video Generation

  34. NEWTON: Agentic Planning for Physically Grounded Video Generation

    May 18, 2026Yuxiang Feng, Juncheng Wang, Chao Xu +7Large-Scale Video Generation ModelsPlanning Methods

  35. Focused Forcing: Content-Aware Per-Frame KV Selection for Efficient Autoregressive Video Diffusion

    May 18, 2026Peiliang Cai, Evelyn Zhang, Jiacheng Liu +8Autoregressive Video DiffusionKeyframe Selection

  36. Stable Audio 3

    May 18, 2026Zach Evans, Julian D. Parker, Matthew Rice +4Audio FlowAutoregressive Diffusion

  37. AdaptiveLoad: Towards Efficient Video Diffusion Transformer Training

    May 18, 2026Yucheng Guo, Yongjian Guo, Zhong Guan +6Pre-Trained Video Diffusion ModelsGenerative Image Compression

  38. VISTA: Triplet-Supervised Video Style Transfer with Diffusion Transformers

    May 17, 2026Yiren Song, Wangzi Yao, Haofan Wang +1Pre-Trained Video Diffusion ModelsStylization

  39. Image-to-Video Diffusion: From Foundations to Open Frontiers

    May 17, 2026Xianlong Wang, Wenbo Pan, Shijia Zhou +6Long Video GenerationLarge-Scale Image Generation

  40. Taming Audio VAEs via Target-KL Regularization

    May 16, 2026Prem Seetharaman, Rithesh KumarAudio LatentVariational Autoencoder

  41. DEVIS-GRPO: Unleashing GRPO on Dynamic Extreme View Synthesis

    May 16, 2026Yi Zuo, Huimin Wu, Lingling Li +3Controllable Video GenerationCamera Control

  42. HighSync: High-Quality Lip Synchronization via Latent Diffusion Models

    May 16, 2026Saeed Firouzi Daghigh, Majid Iranpour Mobarekeh, Mostafa Alavi +1Object ArticulationPre-Trained Video Diffusion Models

  43. Genflow Ad Studio: A Compound AI Architecture for Brand-Aligned, Self-Correcting Video Generation

    May 16, 2026Debanshu Das, Lavi Nigam, Sunil Kumar Jang Bahadur +1Long Video GenerationAds

  44. MAVEN A Multi-Agent Framework for Multicultural Text-to-Video Generation

    May 16, 2026Shuowei Li, Yuming Zhao, Parth Bhalerao +1Text-To-Video ModelsMultimodal Generation

  45. A Survey of Advancing Audio Super-Resolution and Bandwidth Extension from Discriminative to Generative Models

    May 15, 2026Ningyuan Yang, Yize Li, Diego A. Cuji +4Generative Super-ResolutionAutoregressive Diffusion

  46. AtlasVid: Efficient Ultra-High-Resolution Long Video Generation via Decoupled Global-Local Modeling

    May 15, 2026Ziyang Mai, Yuyao Zhang, Yu-Wing TaiLong Video GenerationFew-Step Generation

  47. Attend Locally, Remember Linearly: Linear Attention as Cross-Frame Memory for Autoregressive Video Diffusion

    May 15, 2026Kunyang Li, Mubarak Shah, Yuzhang ShangAutoregressive Video DiffusionSoftmax Attention

  48. Echo-Forcing: A Scene Memory Framework for Interactive Long Video Generation

    May 15, 2026Mingqiang Wu, Weilun Feng, Zhefeng Zhang +8Long Video GenerationScene Representation

  49. Flash-GRPO: Efficient Alignment for Video Diffusion via One-Step Policy Optimization

    May 15, 2026Xiaoxuan He, Siming Fu, Zeyue Xue +9Pre-Trained Video Diffusion ModelsGroup Relative Policy Optimization

  50. FashionChameleon: Towards Real-Time and Interactive Human-Garment Video Customization

    May 15, 2026Quanjian Song, Yefeng Shen, Mengting Chen +5GarmentsAutoregressive Video Generation

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

    May 14, 2026Yanzuo Lu, Ronglai Zuo, Jiankang DengAutoregressive Video DiffusionAutoregressive Video Generation

  52. Quantitative Video World Model Evaluation for Geometric-Consistency

    May 14, 2026Jiaxin Wu, Yihao Pi, Yinling Zhang +2Large-Scale Video Generation ModelsVideo World Models

  53. Warp-as-History: Generalizable Camera-Controlled Video Generation from One Training Video

    May 14, 2026Yifan Wang, Tong HeControllable Video Generation

  54. DriveCtrl: Conditioned Sim-to-Real Driving Video Generation

    May 14, 2026Haonan Zhao, Yiting Wang, Jingkun Chen +3Controllable Video GenerationZero-Shot Sim-To-Real Transfer

  55. SEDiT: Mask-Free Video Subtitle Erasure via One-step Diffusion Transformer

    May 14, 2026Zheng Hui, Yunlong BaiPre-Trained Video Diffusion ModelsVideo Editing

  56. MechVerse: Evaluating Physical Motion Consistency in Video Generation Models

    May 14, 2026Rahul Jain, Mayank Patel, Asim Unmesh +1Large-Scale Video Generation ModelsKinematics

  57. Generating HDR Video from SDR Video

    May 14, 2026SaiKiran Tedla, Francesco Banterle, Trevor Canham +6High Dynamic RangeLarge-Scale Video Generation Models

  58. HASTE: Training-Free Video Diffusion Acceleration via Head-Wise Adaptive Sparse Attention

    May 14, 2026Xuzhe Zheng, Yuexiao Ma, Jing Xu +3Pre-Trained Video Diffusion ModelsDynamic Sparse Attention

  59. Head Forcing: Long Autoregressive Video Generation via Head Heterogeneity

    May 14, 2026Jiahao Tian, Yiwei Wang, Gang Yu +1Autoregressive Video DiffusionAutoregressive Video Generation

  60. Delta Forcing: Trust Region Steering for Interactive Autoregressive Video Generation

    May 14, 2026Yuheng Wu, Xiangbo Gao, Tianhao Chen +4Autoregressive Video GenerationMulti-Objective Policy Optimization