Title
STARFlow-V: End-to-End Video Generative Modeling with Normalizing Flows Jiatao Gu Ying Shen Tianrong Chen Laurent Dinh Y. Wang Miguel Angel Bautista David Berthelot Josh Susskind Shuangfei Zhai DiffM VGen 178 2 0 25 Nov 2025
Infinity-RoPE: Action-Controllable Infinite Video Generation Emerges From Autoregressive Self-Rollout Hidir Yesiltepe Tuna Han Salih Meral Adil Kaan Akan Kaan Oktay Pinar Yanardag VGen 148 0 0 25 Nov 2025
Block Cascading: Training Free Acceleration of Block-Causal Video Models Hmrishav Bandyopadhyay Nikhil Pinnaparaju Rahim Entezari Jim Scott Yi-Zhe Song Varun Jampani VGen 32 0 0 25 Nov 2025
Simulating the Visual World with Artificial Intelligence: A Roadmap Jingtong Yue Z. Huang Z. Chen Xintao Wang Pengfei Wan Ziwei Liu VGen LM&Ro 316 0 0 11 Nov 2025
StreamDiffusionV2: A Streaming System for Dynamic and Interactive Video Generation Tianrui Feng Z. Li Shuo Yang Haocheng Xi Muyang Li ... S. Han Maneesh Agrawala Kurt Keutzer Akio Kodaira Chenfeng Xu VGen 84 2 0 10 Nov 2025
Reg-DPO: SFT-Regularized Direct Preference Optimization with GT-Pair for Improving Video Generation Jie Du Xinyu Gong Qingshan Tan W. Li Yangming Cheng Weitao Wang Chenlu Zhan Suhui Wu H. Zhang J. Zhang VGen 224 0 0 03 Nov 2025
Towards One-step Causal Video Generation via Adversarial Self-Distillation Yongqi Yang Huayang Huang Xu Peng Xiaobin Hu Donghao Luo Jiangning Zhang Chengjie Wang Yu Wu DiffM VGen 153 0 0 03 Nov 2025
LoCoT2V-Bench: A Benchmark for Long-Form and Complex Text-to-Video Generation Xiangqing Zheng Chengyue Wu Kehai Chen Min Zhang DiffM VGen 122 0 0 30 Oct 2025
Uniform Discrete Diffusion with Metric Path for Video Generation Haoge Deng Ting Pan Fan Zhang Y. Liu Zhuoyan Luo ... Wenxuan Wang Chunhua Shen Shiguang Shan Zhaoxiang Zhang Xinlong Wang VGen 114 2 0 28 Oct 2025
Generative View Stitching Chonghyuk Song Michal Stary Boyuan Chen George Kopanas Vincent Sitzmann VGen 183 0 0 28 Oct 2025
FlashVSR: Towards Real-Time Diffusion-Based Streaming Video Super-Resolution Junhao Zhuang Shi Guo Xin Cai Xiaohui Li Yihao Liu Chun Yuan Tianfan Xue VGen 101 2 0 14 Oct 2025
Ctrl-VI: Controllable Video Synthesis via Variational Inference Haoyi Duan Yunzhi Zhang Yilun Du Jiajun Wu DiffM VGen 103 0 0 09 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 165 12 0 02 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 104 0 0 01 Oct 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 134 2 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 104 12 0 29 Sep 2025
Autoregressive Video Generation beyond Next Frames Prediction Sucheng Ren C. L. Philip Chen Zhenbang Wang Liangchen Song Xiangxin Zhu Alan Yuille Y. Yang Jiasen Lu VGen 134 0 0 28 Sep 2025
LongLive: Real-time Interactive Long Video Generation Shuai Yang Wei Huang Ruihang Chu Yicheng Xiao Yuyang Zhao ... Enze Xie Yihao Chen Yao Lu Song Han Yukang Chen DiffM VGen VLM 193 16 0 26 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 133 1 0 25 Sep 2025
Mixture of Contexts for Long Video Generation S. Cai Ceyuan Yang Lvmin Zhang Yuwei Guo Junfei Xiao ... Alan Yuille Leonidas Guibas Maneesh Agrawala Lu Jiang Gordon Wetzstein VLM 139 16 0 28 Aug 2025
ObjFiller-3D: Consistent Multi-view 3D Inpainting via Video Diffusion Models Haitang Feng J. Tang J. Tang Gangshan Wu Beiqi Chen Jianhuang Lai Guangcong Wang DiffM VGen 72 1 0 25 Aug 2025
CTFlow: Video-Inspired Latent Flow Matching for 3D CT Synthesis Jiayi Wang Hadrien Reynaud Franciskus Xaverius Erick Bernhard Kainz DiffM MedIm VGen 76 0 0 18 Aug 2025
Matrix-game 2.0: An open-source real-time and streaming interactive world model Xianglong He Chunli Peng Zexiang Liu Boyang Wang Yifan Zhang ... Wei Li Xuchen Song Wenshu Fan Eric Li Yahui Zhou VGen 194 16 0 18 Aug 2025
Integrating Reinforcement Learning with Visual Generative Models: Foundations and Advances Yuanzhi Liang Yijie Fang Rui Li Ziqi Ni Ruijie Su Chi Zhang EGVM 194 2 0 14 Aug 2025
Hierarchical Fine-grained Preference Optimization for Physically Plausible Video Generation Harold Haodong Chen Haojian Huang Qifeng Chen Harry Yang Ser-Nam Lim DiffM VGen 85 8 0 14 Aug 2025
Cut2Next: Generating Next Shot via In-Context Tuning Jingwen He Hongbo Liu Jiajun Li Ziqi Huang Botian Shi Wanli Ouyang Ziwei Liu VGen 164 3 0 11 Aug 2025
ShoulderShot: Generating Over-the-Shoulder Dialogue Videos Yuang Zhang Junqi Cheng Haoyu Zhao Jiaxi Gu Fangyuan Zou Zenghui Lu Peng Shu VGen 174 2 0 11 Aug 2025
Stand-In: A Lightweight and Plug-and-Play Identity Control for Video Generation Bowen Xue Zheng-Peng Duan Qixin Yan Wenjing Wang Hao Liu Chun-Le Guo Chongyi Li Chen Li Jing Lyu DiffM VGen 103 4 0 11 Aug 2025
Macro-from-Micro Planning for High-Quality and Parallelized Autoregressive Long Video Generation Xunzhi Xiang Y. Chen Guiyu Zhang Zhongyu Wang Zhe Gao ... Haibin Huang Yang Gao C. Zhang Qi Fan Xuelong Li DiffM VGen 120 3 0 05 Aug 2025
PUSA V1.0: Surpassing Wan-I2V with $500 Training Cost by Vectorized Timestep Adaptation Yaofang Liu Y. Ren Aitor Artola Yuxuan Hu Xiaodong Cun ... Raymond H. F. Chan Suiyun Zhang Rui Liu Dandan Tu Jean-Michel Morel DiffM VGen 123 1 0 22 Jul 2025
Video World Models with Long-term Spatial Memory Tong Wu Shuai Yang Ryan Po Yinghao Xu Ziwei Liu Dahua Lin Gordon Wetzstein VGen KELM VLM 284 24 0 05 Jun 2025
DenseDPO: Fine-Grained Temporal Preference Optimization for Video Diffusion Models Ziyi Wu Vidit Goel Ivan Skorokhodov Willi Menapace Ashkan Mirzaei Igor Gilitschenski Sergey Tulyakov Aliaksandr Siarohin DiffM VGen 284 8 0 04 Jun 2025
SkyReels-Audio: Omni Audio-Conditioned Talking Portraits in Video Diffusion Transformers Zhengcong Fei Hao Jiang Di Qiu Baoxuan Gu Youqiang Zhang ... Jialin Bai Debang Li Mingyuan Fan Guibin Chen Yahui Zhou DiffM VGen 168 5 0 01 Jun 2025
Frame-Level Captions for Long Video Generation with Complex Multi Scenes Guangcong Zheng Jianlong Yuan Bo Wang Haoyang Huang Guoqing Ma Nan Duan DiffM VGen 242 0 0 27 May 2025
DVD-Quant: Data-free Video Diffusion Transformers Quantization Zhiteng Li Hanxuan Li Junyi Wu Kai Liu Linghe Kong Guihai Chen Yulun Zhang Yulun Zhang Yunbo Wang MQ VGen 174 3 0 24 May 2025
Flow-GRPO: Training Flow Matching Models via Online RL Jie Liu Gongye Liu Jiajun Liang Yongqian Li Jiaheng Liu Xinyu Wang Pengfei Wan Di Zhang Wanli Ouyang AI4CE 682 134 0 08 May 2025
Towards Understanding Camera Motions in Any Video Zhiqiu Lin Siyuan Cen Daniel Jiang Jay Karhade Hewei Wang ... Rushikesh Zawar Xue Bai Yilun Du Chuang Gan Deva Ramanan VGen 306 21 0 21 Apr 2025
SkyReels-A2: Compose Anything in Video Diffusion Transformers Zhengcong Fei Didong Li Di Qiu Jiadong Wang Yikun Dou ... Jinfeng Xu Mingyuan Fan Guibin Chen Yang Li Yahui Zhou DiffM VGen 280 31 0 03 Apr 2025
AR-Diffusion: Asynchronous Video Generation with Auto-Regressive DiffusionComputer Vision and Pattern Recognition (CVPR), 2025 Mingzhen Sun Weining Wang Gen Li Jiawei Liu Jiahui Sun Wanquan Feng Shanshan Lao Siyu Zhou Qian He Qingbin Liu DiffM VGen 301 20 0 10 Mar 2025
Qwen2.5-VL Technical Report S. Bai Keqin Chen Xuejing Liu Jialin Wang Wenbin Ge ... Zesen Cheng Hang Zhang Zhibo Yang Haiyang Xu Junyang Lin VLM 631 2,497 0 20 Feb 2025
SkyReels-A1: Expressive Portrait Animation in Video Diffusion Transformers Di Qiu Zhengcong Fei Rui Wang Jialin Bai Changqian Yu Mingyuan Fan Guibin Chen Xiang Wen DiffM VGen 270 21 0 15 Feb 2025
Improving Video Generation with Human Feedback Jie Liu Gongye Liu Jiajun Liang Ziyang Yuan Xiaokun Liu ... Fei Yang Pengfei Wan Di Zhang Kun Gai Yujiu Yang VGen EGVM 374 92 0 23 Jan 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning DeepSeek-AI Daya Guo Dejian Yang Haowei Zhang Junxiao Song ... Shiyu Wang S. Yu Shunfeng Zhou Shuting Pan S.S. Li ReLM VLM OffRL AI4TS LRM 1.0K 5,096 0 22 Jan 2025
Open-Sora: Democratizing Efficient Video Production for All Zangwei Zheng Xiangyu Peng Tianji Yang Chenhui Shen Shenggui Li Hongxin Liu Yukun Zhou Tianyi Li Yang You VGen 482 443 0 31 Dec 2024
WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion ModelComputer Vision and Pattern Recognition (CVPR), 2024 Zongjian Li Bin Lin Yang Ye Liuhan Chen Xinhua Cheng Shenghai Yuan Li-xin Yuan VGen DiffM 446 30 0 26 Nov 2024
CogVideoX: Text-to-Video Diffusion Models with An Expert TransformerInternational Conference on Learning Representations (ICLR), 2024 Zhuoyi Yang Jiayan Teng Wendi Zheng Ming Ding Shiyu Huang ... Weihan Wang Yean Cheng Xiaotao Gu Yuxiao Dong Jie Tang DiffM VGen 691 1,175 0 12 Aug 2024
TransNet V2: An effective deep network architecture for fast shot transition detectionACM Multimedia (ACM MM), 2020 Tomás Soucek Jakub Lokoč 257 174 0 11 Aug 2020