Title
Mask $^2$ DiT: Dual Mask-based Diffusion Transformer for Multi-Scene Long Video Generation Tianhao Qi Jianlong Yuan Wanquan Feng Shancheng Fang Jiawei Liu Siyu Zhou Qian He Hongtao Xie Yongdong Zhang DiffM VGen 44 0 0 25 Mar 2025
Video-T1: Test-Time Scaling for Video Generation F. Liu Hanyang Wang Yimo Cai Kaiyan Zhang Xiaohang Zhan Yueqi Duan DiffM VGen 78 1 0 24 Mar 2025
Target-Aware Video Diffusion Models Taeksoo Kim Hanbyul Joo DiffM VGen 91 1 0 24 Mar 2025
AdaWorld: Learning Adaptable World Models with Latent Actions Shenyuan Gao Siyuan Zhou Yilun Du Jun Zhang Chuang Gan VGen 62 3 0 24 Mar 2025
CFG-Zero*: Improved Classifier-Free Guidance for Flow Matching Models Weichen Fan Amber Yijia Zheng Raymond A. Yeh Ziwei Liu 55 1 0 24 Mar 2025
Can Text-to-Video Generation help Video-Language Alignment? Luca Zanella Massimiliano Mancini Willi Menapace Sergey Tulyakov Yiming Wang Elisa Ricci DiffM VGen 57 0 0 24 Mar 2025
Aether: Geometric-Aware Unified World Modeling Aether Team Haoyi Zhu Yanjie Wang Jianjun Zhou Wenzheng Chang ... Zizun Li Junyi Chen Chunhua Shen Jiangmiao Pang Tong He DiffM VGen 62 2 0 24 Mar 2025
Training-free Diffusion Acceleration with Bottleneck Sampling Ye Tian Xin Xia Yuxi Ren Shanchuan Lin Xing Wang Xuefeng Xiao Yunhai Tong L. Yang Bin Cui 60 0 0 24 Mar 2025
ReconDreamer++: Harmonizing Generative and Reconstructive Models for Driving Scene Representation Guosheng Zhao Xiaofeng Wang Chaojun Ni Zheng Zhu Wenkang Qin Guan Huang Xingang Wang 73 1 0 24 Mar 2025
LongDiff: Training-Free Long Video Generation in One Go Zhuoling Li Hossein Rahmani Qiuhong Ke Xiaozhong Liu DiffM VGen VLM 61 0 0 23 Mar 2025
InstructVEdit: A Holistic Approach for Instructional Video Editing Chi Zhang C. Feng Feng Yan Qiming Zhang Mingjin Zhang Yujie Zhong Jing Zhang Lin Ma DiffM VGen 44 0 0 22 Mar 2025
Decouple and Track: Benchmarking and Improving Video Diffusion Transformers for Motion Transfer Qingyu Shi Jianzong Wu Jinbin Bai Jun Zhang Lu Qi Xiaomeng Li Yunhai Tong 48 0 0 21 Mar 2025
Position: Interactive Generative Video as Next-Generation Game Engine Jiwen Yu Yiran Qin Haoxuan Che Quande Liu Xintao Wang Pengfei Wan Di Zhang Xihui Liu VGen 45 1 0 21 Mar 2025
ETVA: Evaluation of Text-to-Video Alignment via Fine-grained Question Generation and Answering Kaisi Guan Zhengfeng Lai Yizhou Sun Peng Zhang Wei Liu Kieran Liu Meng Cao Ruihua Song VGen 56 0 0 21 Mar 2025
Enabling Versatile Controls for Video Diffusion Models Xu Zhang Hao Zhou Haoming Qin Xiaobin Lu Jiaxing Yan Guanzhong Wang Zeyu Chen Yi Liu DiffM VGen 65 0 0 21 Mar 2025
ScalingNoise: Scaling Inference-Time Search for Generating Infinite Videos Haolin Yang Feilong Tang Ming Hu Yulong Li Junjie Guo Yexin Liu Zelin Peng Junjun He Zongyuan Ge VGen DiffM 98 1 0 20 Mar 2025
Animating the Uncaptured: Humanoid Mesh Animation with Video Diffusion Models Marc Benedí San Millán Angela Dai Matthias Nießner DiffM 69 0 0 20 Mar 2025
MagicMotion: Controllable Video Generation with Dense-to-Sparse Trajectory Guidance Quanhao Li Zhen Xing Rui Wang Hui Zhang Qi Dai Zuxuan Wu VGen 66 0 0 20 Mar 2025
VideoRFSplat: Direct Scene-Level Text-to-3D Gaussian Splatting Generation with Flexible Pose and Multi-View Joint Modeling Hyojun Go Byeongjun Park Hyelin Nam Byung-Hoon Kim Hyungjin Chung Changick Kim 3DGS VGen 99 1 0 20 Mar 2025
UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation Qihui Zhang Munan Ning Zheyuan Liu Yanbo Wang Jiayi Ye Yue Huang Shuo Yang Xiao Chen Y. Song Li Yuan LRM 58 0 0 19 Mar 2025
Temporal Regularization Makes Your Video Generator Stronger Harold Haodong Chen Haojian Huang Xianfeng Wu Yexin Liu Yajing Bai Wen-Jie Shu Harry Yang Ser-Nam Lim VGen 84 2 0 19 Mar 2025
Visual Persona: Foundation Model for Full-Body Human Customization Jisu Nam Soowon Son Zhan Xu Jing Shi Difan Liu Feng Liu Aashish Misraa Seungryong Kim Yang Zhou DiffM 51 0 0 19 Mar 2025
Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models Jin Wang Chenghui Lv Xian Li Shichao Dong Huadong Li Kelu Yao Chao Li Wenqi Shao Ping Luo 62 1 0 19 Mar 2025
Concat-ID: Towards Universal Identity-Preserving Video Synthesis Yong Zhong Zhuoyi Yang Jiayan Teng Xiaotao Gu Chongxuan Li VGen 63 0 0 18 Mar 2025
MagicComp: Training-free Dual-Phase Refinement for Compositional Video Generation Hongyu Zhang Yufan Deng Shenghai Yuan Peng Jin Zesen Cheng Yian Zhao Chang-Shu Liu Jie Chen DiffM VGen 94 0 0 18 Mar 2025
Fast Autoregressive Video Generation with Diagonal Decoding Yang Ye Junliang Guo Haoyu Wu Tianyu He Tim Pearce Tabish Rashid Katja Hofmann Jiang Bian DiffM VGen 81 1 0 18 Mar 2025
GR00T N1: An Open Foundation Model for Generalist Humanoid Robots Nvidia Johan Bjorck Fernando Castañeda Nikita Cherniadev Xingye Da ... Ao Zhang Hao Zhang Yizhou Zhao Ruijie Zheng Yuke Zhu VLM 68 25 0 18 Mar 2025
DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models Dewei Zhou Mingwei Li Zongxin Yang Yi Yang 94 0 0 17 Mar 2025
MagicDistillation: Weak-to-Strong Video Distillation for Large-Scale Few-Step Synthesis Shitong Shao Hongwei Yi Hanzhong Guo Tian Ye Daquan Zhou Michael Lingelbach Zhiqiang Xu Zeke Xie VGen 52 0 0 17 Mar 2025
TACO: Taming Diffusion for in-the-wild Video Amodal Completion Ruijie Lu Yixin Chen Yu Liu Jiaxiang Tang Junfeng Ni Diwen Wan Gang Zeng Siyuan Huang DiffM VGen 51 3 0 15 Mar 2025
SteerX: Creating Any Camera-Free 3D and 4D Scenes with Geometric Steering Byeongjun Park Hyojun Go Hyelin Nam Byung-Hoon Kim Hyungjin Chung Changick Kim VGen LLMSV 49 1 0 15 Mar 2025
ReCamMaster: Camera-Controlled Generative Rendering from A Single Video Jianhong Bai Menghan Xia Xiao Fu Xintao Wang Lianrui Mu ... Zuozhu Liu Haoji Hu Xiang Bai Pengfei Wan Di Zhang DiffM VGen 50 3 0 14 Mar 2025
Cross-Modal Learning for Music-to-Music-Video Description Generation Zhuoyuan Mao Mengjie Zhao Qiyu Wu Zhi-Wei Zhong Wei-Hsiang Liao Hiromi Wakaki Yuki Mitsufuji DiffM VGen 82 0 0 14 Mar 2025
HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models Ziqin Zhou Yifan Yang Yuqing Yang Tianyu He Houwen Peng Kai Qiu Qi Dai Lili Qiu Chong Luo Lingqiao Liu DiffM VGen 60 1 0 14 Mar 2025
Learning Few-Step Diffusion Models by Trajectory Distribution Matching Yihong Luo Tianyang Hu Jiacheng Sun Yujun Cai Jing Tang DiffM 88 1 0 13 Mar 2025
V2Edit: Versatile Video Diffusion Editor for Videos and 3D Scenes Yanming Zhang Jun-Kun Chen Jipeng Lyu Yu-Xiong Wang DiffM VGen 53 0 0 13 Mar 2025
FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality Zhengyao Lv Chenyang Si Junhao Song Zhenyu Yang Ping Luo Ziwei Liu Kwan-Yee K. Wong VGen DiffM 84 8 0 13 Mar 2025
Cosh-DiT: Co-Speech Gesture Video Synthesis via Hybrid Audio-Visual Diffusion Transformers Yasheng Sun Zhiliang Xu Hang Zhou Jiazhi Guan Quanwei Yang ... Yingying Li Haocheng Feng Jiadong Wang Ziwei Liu Koike Hideki VGen 61 0 0 13 Mar 2025
RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models Yijing Lin Mengqi Huang Shuhan Zhuang Zhendong Mao VGen 51 0 0 13 Mar 2025
CINEMA: Coherent Multi-Subject Video Generation via MLLM-Based Guidance Yufan Deng Xun Guo Yanjie Wang Jacob Zhiyuan Fang Angtian Wang Shenghai Yuan Yiding Yang Bo Liu Haibin Huang Chongyang Ma DiffM VGen 72 0 0 13 Mar 2025
CameraCtrl II: Dynamic Scene Exploration via Camera-controlled Video Diffusion Models Hao He Ceyuan Yang Shanchuan Lin Yinghao Xu Meng Wei Liangke Gui Qi Zhao Gordon Wetzstein Lu Jiang Hongsheng Li DiffM VGen 105 5 0 13 Mar 2025
VideoMerge: Towards Training-free Long Video Generation Siyang Zhang Harry Yang Ser-Nam Lim DiffM VGen 50 0 0 13 Mar 2025
UVE: Are MLLMs Unified Evaluators for AI-Generated Videos? Yuanxin Liu Rui Zhu Shuhuai Ren Jiacong Wang Haoyuan Guo Xu Sun Lu Jiang 142 1 0 13 Mar 2025
Long Context Tuning for Video Generation Yuwei Guo Ceyuan Yang Ziyan Yang Zhibei Ma Zhijie Lin Zhenheng Yang Dahua Lin Lu Jiang DiffM VGen 76 3 0 13 Mar 2025
Accelerating Diffusion Sampling via Exploiting Local Transition Coherence Shangwen Zhu Han Zhang Zhantao Yang Qianyu Peng Zhao Pu Haoran Wang Fan Cheng DiffM 48 0 0 12 Mar 2025
WonderVerse: Extendable 3D Scene Generation with Video Generative Models Hao Feng Zhi Zuo Jia-Hui Pan Ka-Hei Hui Yihua Shao Qi Dou Wei Xie Zhengzhe Liu VGen 55 1 0 12 Mar 2025
PISA Experiments: Exploring Physics Post-Training for Video Diffusion Models by Watching Stuff Drop Chenyu Li Oscar Michel Xichen Pan Sainan Liu Mike Roberts Saining Xie VGen 55 3 0 12 Mar 2025
Reangle-A-Video: 4D Video Generation as Video-to-Video Translation Hyeonho Jeong Suhyeon Lee Jong Chul Ye VGen 175 0 0 12 Mar 2025
Error Analyses of Auto-Regressive Video Diffusion Models: A Unified Framework Jing Wang Fengzhuo Zhang Xiaoli Li Vincent Y. F. Tan Tianyu Pang Chao Du Aixin Sun Zhuoran Yang VGen 67 1 0 12 Mar 2025
Unified Dense Prediction of Video Diffusion Lehan Yang Lu Qi Xianrui Li Sheng Li Varun Jampani Ming Yang MDE VOS VGen 63 0 0 12 Mar 2025