Title
MorphoSim: An Interactive, Controllable, and Editable Language-guided 4D World Simulator Xuehai He Shijie Zhou Thivyanth Venkateswaran Kaizhi Zheng Ziyu Wan A. Kadambi Xin Eric Wang VGen SyDa AI4CE 160 0 0 05 Oct 2025
Scaling Sequence-to-Sequence Generative Neural Rendering Shikun Liu Kam Woh Ng Wonbong Jang Jiadong Guo Junlin Han ... Juan C. Pérez Zijian Zhou Chi Phung Tao Xiang Juan-Manuel Perez-Rua VGen 113 0 0 05 Oct 2025
World-To-Image: Grounding Text-to-Image Generation with Agent-Driven World Knowledge Moo Hyun Son Jintaek Oh Sun Bin Mun Jaechul Roh Sehyun Choi 120 0 0 05 Oct 2025
Joint Learning of Pose Regression and Denoising Diffusion with Score Scaling Sampling for Category-level 6D Pose Estimation Seunghyun Lee Tae-Kyun Kim DiffM 226 0 0 05 Oct 2025
When and Where do Events Switch in Multi-Event Video Generation? Ruotong Liao Guowen Huang Qing Cheng Thomas Seidl Daniel Cremers Volker Tresp DiffM VGen 204 0 0 03 Oct 2025
Taming Text-to-Sounding Video Generation via Advanced Modality Condition and Interaction Kaisi Guan Xihua Wang Zhengfeng Lai Xin Cheng Peng Zhang Xiaojiang Liu Ruihua Song Meng Cao DiffM 256 4 0 03 Oct 2025
UniVerse: Unleashing the Scene Prior of Video Diffusion Models for Robust Radiance Field Reconstruction Jin Cao Hongrui Wu Ziyong Feng Hujun Bao Xiaowei Zhou Sida Peng VGen 153 0 0 02 Oct 2025
Fine-Grained GRPO for Precise Preference Alignment in Flow Models Yujie Zhou Pengyang Ling Jiazi Bu Yibin Wang Yuhang Zang Jiaqi Wang Li Niu Guangtao Zhai DiffM 213 3 0 02 Oct 2025
Self-Forcing++: Towards Minute-Scale High-Quality Video Generation Justin Cui Jie Wu Ming Li Tao Yang Xiaojie Li Rui Wang Andrew Bai Yuanhao Ban Cho-Jui Hsieh DiffM VGen 213 27 0 02 Oct 2025
Learning to Generate Rigid Body Interactions with Video Diffusion Models David Romero Ariana Bermúdez Hao Li Fabio Pizzati Ivan Laptev DiffM VGen 432 0 0 02 Oct 2025
FreeViS: Training-free Video Stylization with Inconsistent References Jiacong Xu Yiqun Mei Ke Zhang Vishal M. Patel DiffM VGen 198 2 0 02 Oct 2025
Arbitrary Generative Video Interpolation Guozhen Zhang Haiguang Wang C. Wang Yuan Zhou Qinglin Lu Limin Wang VGen 143 0 0 01 Oct 2025
LVTINO: LAtent Video consisTency INverse sOlver for High Definition Video Restoration Alessio Spagnoletti Andrés Almansa Marcelo Pereyra DiffM VGen 171 0 0 01 Oct 2025
VLA-RFT: Vision-Language-Action Reinforcement Fine-tuning with Verified Rewards in World Simulators Hengtao Li Pengxiang Ding Runze Suo Yihao Wang Zirui Ge ... Kexian Yu Mingyang Sun Hongyin Zhang Donglin Wang Weihua Su 136 6 0 01 Oct 2025
InfVSR: Breaking Length Limits of Generic Video Super-Resolution Ziqing Zhang Kai Liu Zheng Chen X. Li Yihao Chen Bingnan Duan Linghe Kong Yulun Zhang 151 2 0 01 Oct 2025
EvoWorld: Evolving Panoramic World Generation with Explicit 3D Memory Jiahao Wang Luoxin Ye Taiming Lu Junfei Xiao Jiahan Zhang ... Xijun Liu Rama Chellappa Cheng-Fang Peng Alan Yuille Jieneng Chen VGen 129 2 0 01 Oct 2025
BindWeave: Subject-Consistent Video Generation via Cross-Modal Integration Zhaoyang Li Dongjun Qian Kai Su Qishuai Diao Xiangyang Xia Chang Liu Wenfei Yang Tianzhu Zhang Zehuan Yuan DiffM VGen 125 2 0 01 Oct 2025
Can World Models Benefit VLMs for World Dynamics? Kevin Zhang Kuangzhi Ge Xiaowei Chi Renrui Zhang Shaojun Shi Zhen Dong Sirui Han Shanghang Zhang VGen VLM 127 4 0 01 Oct 2025
PatchVSR: Breaking Video Diffusion Resolution Limits with Patch-wise Video Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2025 S. Du Menghan Xia Chang Liu Xintao Wang Jing Wang Pengfei Wan Di Zhang Xiangyang Ji DiffM SupR VGen 271 3 0 30 Sep 2025
Stable Cinemetrics : Structured Taxonomy and Evaluation for Professional Video Generation Agneet Chatterjee Rahim Entezari Maksym Zhuravinskyi Maksim Lapin Reshinth Adithyan Amit Raj Chitta Baral Yezhou Yang Varun Jampani DiffM EGVM VGen 137 0 0 30 Sep 2025
MotionRAG: Motion Retrieval-Augmented Image-to-Video Generation Chenhui Zhu Yilu Wu Shuai Wang Gangshan Wu Limin Wang DiffM VGen 123 1 0 30 Sep 2025
FlashI2V: Fourier-Guided Latent Shifting Prevents Conditional Image Leakage in Image-to-Video Generation Yunyang Ge Xinhua Cheng ChengShu Zhao Xianyi He Shenghai Yuan Bin Lin Bin Zhu Li Yuan VGen VLM 188 0 0 29 Sep 2025
Enhancing Physical Plausibility in Video Generation by Reasoning the Implausibility Yutong Hao Chen Chen Ajmal Saeed Mian Chang Xu Daochang Liu DiffM VGen 136 3 0 29 Sep 2025
UniLat3D: Geometry-Appearance Unified Latents for Single-Stage 3D Generation Guanjun Wu Jiemin Fang Chen Yang Sikuang Li Taoran Yi ... Xiaopeng Zhang Wei Wei Wenyu Liu Xinggang Wang Qi Tian 164 2 0 29 Sep 2025
Attention Surgery: An Efficient Recipe to Linearize Your Video Diffusion Transformer Mohsen Ghafoorian Denis Korzhenkov A. Habibian VGen 303 4 0 29 Sep 2025
World-Env: Leveraging World Model as a Virtual Environment for VLA Post-Training Junjin Xiao Y. Yang Xinyuan Chang Ronghan Chen Feng Xiong Mu Xu Wei-Shi Zheng Qing Zhang VLM 257 7 0 29 Sep 2025
Asymmetric VAE for One-Step Video Super-Resolution Acceleration Jianze Li Yong Guo Yulun Zhang Xiaokang Yang DiffM 94 0 0 29 Sep 2025
PanoWorld-X: Generating Explorable Panoramic Worlds via Sphere-Aware Video Diffusion Yuyang Yin HaoXiang Guo Fangfu Liu Mengyu Wang Hanwen Liang Eric Li Yikai Wang Xiaojie Jin Yao-Min Zhao Yunchao Wei VGen 101 0 0 29 Sep 2025
RapidMV: Leveraging Spatio-Angular Representations for Efficient and Consistent Text-to-Multi-View Synthesis Seungwook Kim Yichun Shi Kejie Li Minsu Cho Peng Wang 136 0 0 29 Sep 2025
Rolling Forcing: Autoregressive Long Video Diffusion in Real Time Kunhao Liu Wenbo Hu Jiale Xu Ying Shan Shijian Lu DiffM VGen 150 22 0 29 Sep 2025
DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder Junyu Chen Wenkun He Yuchao Gu Yuyang Zhao Jincheng Yu ... Haocheng Xi Ligeng Zhu Enze Xie Song Han Han Cai VGen 170 2 0 29 Sep 2025
UniVid: The Open-Source Unified Video Model Jiabin Luo Junhui Lin Zeyu Zhang Biao Wu Meng Fang Ling-Hao Chen Hao Tang VGen 272 7 0 29 Sep 2025
GaussianLens: Localized High-Resolution Reconstruction via On-Demand Gaussian Densification Yijia Weng Zhicheng Wang Songyou Peng Saining Xie Howard Zhou Leonidas Guibas 148 0 0 29 Sep 2025
ReLumix: Extending Image Relighting to Video via Video Diffusion Models Lezhong Wang Shutong Jin Ruiqi Cui Anders Bjorholm Dahl J. Frisvad Siavash Bigdeli VGen 101 0 0 28 Sep 2025
Vid-Freeze: Protecting Images from Malicious Image-to-Video Generation via Temporal Freezing Rohit Chowdhury Aniruddha Bala Rohan Jaiswal Siddharth Roheda AAML VGen 95 0 0 27 Sep 2025
Syncphony: Synchronized Audio-to-Video Generation with Diffusion Transformers Jibin Song Mingi Kwon Jaeseok Jeong Youngjung Uh DiffM VGen 1.4K 0 0 26 Sep 2025
EMMA: Generalizing Real-World Robot Manipulation via Generative Visual Transfer Zhehao Dong Xiaofeng Wang Zheng Zhu Y. Wang Yang Wang ... Runqi Ouyang Wenkang Qin Xinze Chen Yun Ye Guan Huang VGen LM&Ro 145 4 0 26 Sep 2025
HiGS: History-Guided Sampling for Plug-and-Play Enhancement of Diffusion Models Seyedmorteza Sadat Farnood Salehi Romann M. Weber DiffM 160 0 0 26 Sep 2025
Drag4D: Align Your Motion with Text-Driven 3D Scene Generation Minjun Kang Inkyu Shin Taeyeop Lee In So Kweon KuK-Jin Yoon 117 0 0 26 Sep 2025
EgoDemoGen: Novel Egocentric Demonstration Generation Enables Viewpoint-Robust Manipulation Yuan Xu Jiabing Yang X. Wang Yixiang Chen Zheng Zhu ... Shuo Lu Jing Liu Nianfeng Liu Yan Huang Liang Wang VGen 132 3 0 26 Sep 2025
MoWM: Mixture-of-World-Models for Embodied Planning via Latent-to-Pixel Feature Modulation Yu Shang Yangcheng Yu Xin Zhang Xin Jin Haisheng Su Wei Wu Yong Li VGen 167 1 0 26 Sep 2025
NewtonGen: Physics-Consistent and Controllable Text-to-Video Generation via Neural Newtonian Dynamics Yu Yuan Xijun Wang Tharindu Wickremasinghe Zeeshan Nadir Bole Ma Stanley H. Chan DiffM VGen PINN 1.5K 8 0 25 Sep 2025
X-Streamer: Unified Human World Modeling with Audiovisual Interaction You Xie Tianpei Gu Zenan Li Chenxu Zhang Guoxian Song Xiaochen Zhao C. Liang Jianwen Jiang Hongyi Xu Linjie Luo VGen 173 3 0 25 Sep 2025
What Happens Next? Anticipating Future Motion by Generating Point Trajectories Gabrijel Boduljak Laurynas Karazija Iro Laina Christian Rupprecht Andrea Vedaldi VGen 112 1 0 25 Sep 2025
PhysCtrl: Generative Physics for Controllable and Physics-Grounded Video Generation Chen Wang Chuhao Chen Yiming Huang Zhiyang Dou Yuan Liu Jiatao Gu Lingjie Liu DiffM VGen PINN 607 8 0 24 Sep 2025
Frame-based Equivariant Diffusion Models for 3D Molecular Generation Mohan Guo Cong Liu Patrick Forré DiffM 161 1 0 23 Sep 2025
Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation Sherwin Bahmani Tianchang Shen Jiawei Ren Jiahui Huang Yifeng Jiang ... Zan Gojcic Sanja Fidler Huan Ling Jun Gao Xuanchi Ren VGen 148 6 0 23 Sep 2025
OmniInsert: Mask-Free Video Insertion of Any Reference via Diffusion Transformer Models Jinshu Chen Xinghui Li Xu Bai Tianxiang Ma Pengze Zhang ... Gen Li Lijie Liu Songtao Zhao Bingchuan Li Qian He DiffM VGen 152 1 0 22 Sep 2025
I2VWM: Robust Watermarking for Image to Video Generation Guanjie Wang Zehua Ma Han Fang Weiming Zhang WIGM VGen 195 0 0 22 Sep 2025
Seg4Diff: Unveiling Open-Vocabulary Segmentation in Text-to-Image Diffusion Transformers Chaehyun Kim Heeseong Shin Eunbeen Hong Heeji Yoon Anurag Arnab Paul Hongsuck Seo Sunghwan Hong Seungryong Kim 176 6 0 22 Sep 2025