Pre-Trained Video Diffusion Models

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Period ending 2026-09-21

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  1. Global Pose Control for Generative View Synthesis in Normalized Object Coordinate Space

    Jul 2, 2026Zhibing Li, Amogh Gupta, Behnoosh Parsa +1Novel View SynthesisControllable Video Generation

  2. WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory

    Jul 2, 2026Hanlin Wang, Hao Ouyang, Qiuyu Wang +10Video World ModelsControllable Video Generation

  3. Self-Auditing Residual Drifting for Pathology-Preserving Accelerated Knee MRI

    Jul 2, 2026Qing Lyu, Jianxu Wang, Mohammad Kawas +2Magnetic Resonance Imaging ReconstructionMagnetic Resonance Imaging

  4. NEvo: Neural-Guided Evolutionary Video Synthesis for Dynamic Visual Selectivity

    Jul 2, 2026Yingtian Tang, Sogand Salehi, Ming Zhou +3Human Visual CortexControllable Video Generation

  5. HandsOnWorld: Unconstrained Egocentric Video Generation with Camera-Disentangled Hand Control

    Jul 2, 2026Yushuo Chen, Xiaoyu Shi, Xiaoshi Wu +33D HandEgocentric Video

  6. Training-free Controllable Human Motion Generation under Heterogeneous Constraints

    Jul 2, 2026Xiaofei Hui, Bo Yan, Haoxuan Qu +2Human Motion GenerationControllable Video Generation

  7. QWERTY: Training-Free Motion Control via Query-Warped Video Diffusion Transformers

    Jul 2, 2026Kyobin Choo, Youngmin Kim, Hyunkyung Han +4Pre-Trained Video Diffusion ModelsOptical Flow

  8. ICDepth: Taming Video Diffusion Models for Video Depth Estimation via In-Context Conditioning

    Jul 2, 2026Xuanhua He, Jiaxin Xie, Mingzhe Zheng +1Monocular Depth EstimationPre-Trained Video Diffusion Models

  9. Unified Panoramic-Gaussian Representation for Monocular 4D Scene Synthesis

    Jul 2, 2026Yuankun Yang, Yi Wei, Wenyang Zhou +1Panoramic ImagesControllable Video Generation

  10. Anti-Prompt: Image Protection against Text-Guided Image-to-Video Generation

    Jul 1, 2026Yeonghwan Song, Chanhui Lee, Jinsoo Park +1Text-To-Video Models

  11. RoboWorld: Fast and Reliable Neural Simulators for Generalist Robot Policy Evaluation

    Jul 1, 2026Byeongguk Jeon, Seonghyeon Ye, JaeHyeok Doo +4World ModelsAutoregressive Video Generation

  12. Towards Memory-Efficient Autoregressive Video Generation via Instance-Specific Parametric Absorption

    Jul 1, 2026Xiaomeng Fu, Jia Li, Yiming Hu +5Autoregressive Video GenerationKey-Value Cache Compression

  13. World Narrative Model for Highly Controllable Video Generation: A Paradigm Shift from Pixel Sampling to Physical World Orchestration

    Jun 30, 2026Ye Chen, Xuanhong Chen, Yupeng Zhu +23Controllable Video GenerationMinute-Long Consistent World Generation

  14. ForgeDrive: Bidirectional Cross-Conditioning for Unified Visual-Action Generation in Autonomous Driving

    Jun 30, 2026Xuchang Zhong, He Zheng, Chenxu Zhao +8Autonomous DrivingDiffusion Planning

  15. WaterGen: Decoupling Scene and Medium in Underwater Image Generation

    Jun 30, 2026Jiayi Wu, Tianfu Wang, Tianyi Xiong +6Underwater Image EnhancementControllable Video Generation

  16. InfiniVerse: Occupancy Guided Unbounded Scene Generation for Autonomous Driving

    Jun 30, 2026Xiaoyu Ye, Leheng Li, Xinyu Ji +8Controllable Video GenerationIndoor Scene Generation

  17. Learning Video Dynamics with Predictive Differentiable Rendering

    Jun 30, 2026Yujin Tang, Tian Zhou, Xin Lin +5Future Video PredictionDifferentiable Rendering

  18. 3D Scene-Adaptive Trajectory-Controllable Human Image Animation with Camera Movement

    Jun 29, 2026Deyin Liu, Jicheng Xu, Lin Yuanbo Wu +43D MotionControllable Video Generation

  19. The Surprising Effectiveness of Video Diffusion Models for Hand Motion Reconstruction

    Jun 29, 2026Yuxi Wang, Chengkai Jin, Yufei Liu +63D HandPre-Trained Video Diffusion Models

  20. DreamForge-World 0.1 Preview: A Low-Compute Real-Time Controllable World Model

    Jun 29, 2026Daniyel Ayupov, Artur Markov-TsoyVideo World ModelsWorld Models

  21. Bidirectional Autoregressive Latent Diffusion for Forward and Inverse Magnetohydrodynamics

    Jun 28, 2026Alexander ScheinkerPlasma Shape ControlAutoregressive Diffusion

  22. DTI: Dynamic Trajectory Initialization for Generative Face Video Super-Resolution

    Jun 28, 2026Yingwei Tang, Chen Yan, Wendi Liu +2Pre-Trained Video Diffusion ModelsPerceptual Quality

  23. HorizonRelight: Relighting Long-horizon Videos Consistently via Diffusion Transformers

    Jun 27, 2026Jing Yang, Mayoore Jaiswal, Zian Wang +4Image RelightingPre-Trained Video Diffusion Models

  24. Semantic-Aware, Physics-Informed, Geometry-Grounded Weather Video Synthesis

    Jun 27, 2026Chenghao Qian, Nedko Savov, Lingdong Kong +7Controllable Video GenerationIndoor Scene Generation

  25. EMOSH: Expressive Motion and Shape Disentanglement for Human Animation

    Jun 26, 2026Dongbin Zhang, Hao Liu, Binquan Dai +5Human Motion GenerationControllable Video Generation

  26. TempAct: Advancing Temporal Plausibility in Autoregressive Video Generation via Planner-Executor RL

    Jun 26, 2026Jing Wang, Xiangxin Zhou, Jiajun Liang +5Autoregressive Video GenerationAutoregressive Diffusion

  27. Directing the World: Fast Autoregressive Video Generation with Compositional Human-Camera Control

    Jun 26, 2026Haoyuan Wang, Yabo Chen, Haibin Huang +2Autoregressive Video GenerationHuman Motion Generation

  28. SIFT: Self-Imagination Fine-Tuning for Physically Plausible Motion in Video Diffusion Models

    Jun 26, 2026Ruoyu Wang, Jialun Liu, Huayang Huang +5Pre-Trained Video Diffusion ModelsMotion Generation

  29. Speculative Refinement: A Hybrid Autoregressive Diffusion Decoding Strategy and Its Behavior Across Benchmarks

    Jun 25, 2026Aditi Gupta, Neel Mishra, Kushagra Trivedi +1Autoregressive DiffusionDiffusion Language Models

  30. RayPE: Ray-Space Positional Encoding for 3D-Aware Video Generation

    Jun 25, 2026Minghao Yin, Jiahao Lu, Wenbo Hu +3Pre-Trained Video Diffusion ModelsPositional Encoding

  31. JuZhou 1.0 Technical Report: The First Edge-Native Text-to-Image Foundation Model Trained Entirely on China-Developed AI Accelerators

    Jun 25, 2026Ce Chen, Congrui Wang, Yonglin Li +23Text-To-ImageText-To-Video Models

  32. PhysRAG: Enhancing Physics-Awareness in Video Generation via Retrieval-Augmented Generation

    Jun 25, 2026Kexu Cheng, Zicheng Liu, Mingju Gao +2Large-Scale Video Generation ModelsText-To-Video Models

  33. Disco-LoRA: Disentangled Composition of Content, Style, and Motion for Multi-concept Video Customization

    Jun 25, 2026Xuancheng Xu, Gengyun Jia, Bing-Kun BaoText-To-Video ModelsVideo Editing

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

    Jun 25, 2026Shengbin Guo, Shaokang He, Chaoyue Meng +4Image EditingLarge-Scale Video Generation Models

  35. Nemotron-Labs-TwoTower: Diffusion Language Modeling with Pretrained Autoregressive Context

    Jun 25, 2026Fitsum Reda, John Kamalu, Roger Waleffe +3Diffusion Language ModelsAutoregressive Diffusion

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

    Jun 24, 2026Zican Wang, Niloy MitraVolumeLarge-Scale Video Generation Models

  37. TryOnCrafter: Unleashing Camera Trajectories for Realistic Video Virtual Try-on via a Renderable 4D Try-on Proxy

    Jun 24, 2026Hao Sun, Hao Yan, Mengting Chen +7Virtual Try-OnControllable Video Generation

  38. DomainShuttle: Freeform Open Domain Subject-driven Text-to-video Generation

    Jun 24, 2026Nan Chen, Yiyang Cai, Rongchang Xie +7Text-To-Video ModelsVideos

  39. Causal-rCM: A Unified Teacher-Forcing and Self-Forcing Open Recipe for Autoregressive Diffusion Distillation in Streaming Video Generation and Interactive World Models

    Jun 24, 2026Kaiwen Zheng, Guande He, Min Zhao +7Autoregressive Video DiffusionCausal Reasoning

  40. PRISM: Feed-Forward Single-Image 3D Reconstruction via Geometric Warp-Residual Modeling

    Jun 24, 2026Zhijie Zheng, Xinhao Xiang, Jiawei ZhangFeed-Forward 3D ReconstructionMulti-View Diffusion Model

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

    Jun 24, 2026Atin Pothiraj, Jaemin Cho, Yue Zhang +2Large-Scale Video Generation ModelsPhysical Plausibility

  42. GeoT2V-Bench: Benchmarking 3D Consistency in Text-to-Video Models via 3D Reconstruction

    Jun 23, 2026Chenrui Fan, Paolo FavaroText-To-Video ModelsFeed-Forward Visual Geometry Estimation

  43. OrbitForge: Text-to-3D Scene Generation via Reconstruction-Anchored Video Synthesis

    Jun 23, 2026Chenrui Fan, Paolo Favaro3D ScenesText-To-Video Models

  44. Latent Block-Diffusion Temporal Point Processes: A Semi-Autoregressive Framework for Asynchronous Event Sequence Generation

    Jun 23, 2026Shuai Zhang, Yancheng Chen, Chuan Zhou +5Autoregressive DiffusionAutoregressive Generation

  45. Supervise What Survives: Geometry-Guided VLA Adaptation from Synthetic Robot Videos

    Jun 23, 2026Danze Chen, Yanzhe Chen, Qiming Huang +3Controllable Video GenerationVision-Language-Action Models

  46. Differential Unfolding: Efficient Unfolding Reconstruction for Video Snapshot Compressive Imaging

    Jun 23, 2026Muyuan Zhang, Jiancheng Zhang, Haijin Zeng +1Deep Unfolding NetworksPre-Trained Video Diffusion Models

  47. Autonomous Video Generation with Counterfactual Controllability for Self-Evolving World Models

    Jun 23, 2026Xin Wang, Wenxuan Liu, Tongtong Feng +1Controllable Video GenerationControllability

  48. PixJail: Self-Evolving Paper-to-Pipeline Reproduction for Text-to-Image Jailbreak Evaluation

    Jun 23, 2026Leyi Sheng, Han Sun, Zhen Sun +4Text-To-ImageJailbreak Evaluations

  49. Vera: A Layered Diffusion Model for Content-Preserving Video Editing

    Jun 22, 2026Hongkai Zheng, Ta-Ying Cheng, Benjamin Klein +2Pre-Trained Video Diffusion ModelsVideo Editing

  50. SteerVTE: Seamless Video Text Editing with Style and Glyph Control

    Jun 22, 2026Kai Zeng, Moran Li, Zhengwei Wang +6Video EditingText-To-Video Models

  51. ScalingAttention: Discovering Intrinsic Sparse Attention Topology for Video Diffusion Transformers

    Jun 22, 2026Ruiliang Zhou, Xuecheng Wu, Kang He +6Dynamic Sparse AttentionSpatial Attention

  52. Each Judge Its Own Yardstick: Discovering Per-VLM Taxonomies for Physical Video Evaluation

    Jun 22, 2026Yu Cao, Ziquan Liu, Zhensong Zhang +3Large-Scale Video Generation ModelsJudges

  53. READ More than What You See: Reinforcement Learning for Accurate and Coherent Audio Description Generations

    Jun 22, 2026Bo Fang, Xinyao Zhang, Yuxin Song +3Joint Audio-Video GenerationAutoregressive Diffusion

  54. Generative Relightable Avatars

    Jun 21, 2026Kunwar Maheep Singh, Christian Theobalt, Rishabh DabralHigh-Fidelity AvatarImage Relighting

  55. ZeroGVC: Zero-Shot Generative Video Compression with Autoregressive Diffusion Priors

    Jun 21, 2026Yixin Gao, Xiaohan Pan, Lin Liu +3Neural Video CodecsAutoregressive Diffusion

  56. Towards Error-Free Long Video Generation

    Jun 21, 2026Shuning Chang, Weihua Chen, Jiasheng Tang +8Controllable Video GenerationCausal Attention

  57. Reference-Free Assessment of Physical Consistency in World Model-based Video Generation

    Jun 21, 2026Yun Oh, Sukmin YunLarge-Scale Video Generation ModelsPhysics Simulation

  58. Customizing Video Portraits via Identity-ActionDecoupling

    Jun 21, 2026Junxiong Lin, Haoran Wang, Xinji Mai +4Text-To-Video ModelsFacial Expression Recognition

  59. IDAG-Edit: Multi-Object Video Editing via Instance-Decoupled Attention and Guidance

    Jun 20, 2026Yuan-Zhih Lin, Huu-Thang Nguyen, Huu-Phu Do +2Video EditingDiffusion Editing

  60. CoDMD: Copula-aware Distribution Matching Distillation for Fast Video Generation

    Jun 20, 2026Wenhu Zhang, Kun Cheng, Changyuan Wang +7Pre-Trained Video Diffusion ModelsLong Video Generation