Title
Scaling Image and Video Generation via Test-Time Evolutionary Search Haoran He Jiajun Liang X. Wang Pengfei Wan Di Zhang Kun Gai Ling Pan DiffM 221 0 0 23 May 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 156 10 0 13 Mar 2025
Remasking Discrete Diffusion Models with Inference-Time Scaling Guanghan Wang Yair Schiff Subham Sekhar Sahoo Volodymyr Kuleshov DiffM 137 13 0 01 Mar 2025
Training-free and Adaptive Sparse Attention for Efficient Long Video Generation Yifei Xia Suhan Ling Fangcheng Fu Yijiao Wang Huixia Li Xuefeng Xiao Tengjiao Wang VGen 135 7 0 28 Feb 2025
RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers Min Zhao Guande He Yixiao Chen Hongzhou Zhu Chong Li Jun Zhu VGen 96 9 0 21 Feb 2025
Diffusion-Sharpening: Fine-tuning Diffusion Models with Denoising Trajectory Sharpening Ye Tian L. Yang Xinchen Zhang Yunhai Tong Mengdi Wang Tengjiao Wang 95 2 0 17 Feb 2025
Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model Guoqing Ma Haoyang Huang K. Yan L. Chen Nan Duan ... Yansen Wang Yuanwei Lu Yu-Cheng Chen Yu-Juan Luo Yihao Luo DiffM VGen 265 33 0 14 Feb 2025
Fine-Tuning Discrete Diffusion Models with Policy Gradient Methods Oussama Zekri Nicolas Boullé DiffM 112 4 0 03 Feb 2025
Inference-Time Text-to-Video Alignment with Diffusion Latent Beam Search Yuta Oshima Masahiro Suzuki Y. Matsuo Hiroki Furuta EGVM VGen 80 2 0 31 Jan 2025
A General Framework for Inference-time Scaling and Steering of Diffusion Models R. Singhal Zachary Horvitz Ryan Teehan Mengye Ren Zhou Yu Kathleen McKeown Rajesh Ranganath DiffM 120 27 0 17 Jan 2025
Ouroboros-Diffusion: Exploring Consistent Content Generation in Tuning-free Long Video Diffusion Jingyuan Chen Fuchen Long Jie An Zhaofan Qiu Ting Yao Jiebo Luo Tao Mei VGen DiffM 221 6 0 15 Jan 2025
RepVideo: Rethinking Cross-Layer Representation for Video Generation Chenyang Si Weichen Fan Zhengyao Lv Ziqi Huang Yu Qiao Ziwei Liu VGen DiffM 123 4 0 15 Jan 2025
Tuning-Free Long Video Generation via Global-Local Collaborative Diffusion Yongjia Ma Junlin Chen Donglin Di Qi Xie Lei Fan Wei Chen Xiaofei Gou Na Zhao Xun Yang DiffM VGen 43 1 0 08 Jan 2025
Brick-Diffusion: Generating Long Videos with Brick-to-Wall Denoising Yunlong Yuan Yuanfan Guo Chunwei Wang Hang Xu Li Zhang VGen 53 1 0 06 Jan 2025
Towards Precise Scaling Laws for Video Diffusion Transformers Yuanyang Yin Yaqi Zhao Mingwu Zheng Ke Lin Jiarong Ou ... Pengfei Wan Di Zhang Baoqun Yin Wentao Zhang Kun Gai 174 3 0 03 Jan 2025
Towards Chunk-Wise Generation for Long Videos Siyang Zhang Ser-Nam Lim VGen DiffM 77 1 0 27 Nov 2024
O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? Zhen Huang Haoyang Zou Xuefeng Li Yixiu Liu Yuxiang Zheng Ethan Chern Shijie Xia Yiwei Qin Weizhe Yuan Pengfei Liu VLM 106 52 0 25 Nov 2024
Allegro: Open the Black Box of Commercial-Level Video Generation Model Yuan Zhou Qiuyue Wang Yuxuan Cai Huan Yang VGen VLM 139 33 0 20 Oct 2024
TV-3DG: Mastering Text-to-3D Customized Generation with Visual Prompt Jiahui Yang Donglin Di Baorui Ma Xun Yang Yongjia Ma ... Wei Chen Jianxun Cui Zhou Xue Meng Wang Yebin Liu DiffM 57 2 0 16 Oct 2024
Depth Any Video with Scalable Synthetic Data Honghui Yang Di Huang Wei Yin Chunhua Shen Haifeng Liu Xiaofei He Binbin Lin Wanli Ouyang Tong He VGen MDE 91 17 0 14 Oct 2024
GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-time Alignment Yuancheng Xu Udari Madhushani Sehwag Alec Koppel Sicheng Zhu Bang An Furong Huang Sumitra Ganesh 116 12 0 10 Oct 2024
Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning Xiyao Wang Linfeng Song Ye Tian Dian Yu Baolin Peng Haitao Mi Furong Huang Dong Yu LRM 112 12 0 09 Oct 2024
Pyramidal Flow Matching for Efficient Video Generative Modeling Yang Jin Zhicheng Sun Ningyuan Li Kun Xu K. Xu ... Nan Zhuang Quzhe Huang Yang Song Yadong Mu Zhouchen Lin VGen 130 78 0 08 Oct 2024
Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement An Yang Beichen Zhang Binyuan Hui Bofei Gao Bowen Yu ... Mingfeng Xue Runji Lin Tianyu Liu Xingzhang Ren Zhenru Zhang OSLM LRM 103 287 0 18 Sep 2024
Training-free Long Video Generation with Chain of Diffusion Model Experts Wenhao Li Yichao Cao Xiu Su Xi Lin Shan You Mingkai Zheng Yi Chen Chang Xu VGen DiffM 68 0 0 24 Aug 2024
Real-Time Video Generation with Pyramid Attention Broadcast Xuanlei Zhao Xiaolong Jin Kai Wang Yang You VGen DiffM 130 41 0 22 Aug 2024
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer Zhuoyi Yang Jiayan Teng Wendi Zheng Ming Ding Shiyu Huang ... Weihan Wang Yean Cheng Xiaotao Gu Yuxiao Dong Jie Tang DiffM VGen 226 512 0 12 Aug 2024
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters Charlie Snell Jaehoon Lee Kelvin Xu Aviral Kumar LRM 180 644 0 06 Aug 2024
FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal Attention Yu Lu Yuanzhi Liang Linchao Zhu Yi Yang DiffM VGen 89 30 0 29 Jul 2024
Not All Noises Are Created Equally:Diffusion Noise Selection and Optimization Zipeng Qi Lichen Bai Haoyi Xiong Zeke Xie DiffM 82 22 0 19 Jul 2024
Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion Boyuan Chen Diego Marti Monso Yilun Du Max Simchowitz Russ Tedrake Vincent Sitzmann DiffM 95 93 0 01 Jul 2024
LiteSearch: Efficacious Tree Search for LLM Ante Wang Linfeng Song Ye Tian Baolin Peng Dian Yu Haitao Mi Jinsong Su Dong Yu 74 17 0 29 Jun 2024
Transfer Q Star: Principled Decoding for LLM Alignment Souradip Chakraborty Soumya Suvra Ghosal Ming Yin Dinesh Manocha Mengdi Wang Amrit Singh Bedi Furong Huang 102 31 0 30 May 2024
Good Seed Makes a Good Crop: Discovering Secret Seeds in Text-to-Image Diffusion Models Katherine Xu Lingzhi Zhang Jianbo Shi 108 14 0 23 May 2024
FIFO-Diffusion: Generating Infinite Videos from Text without Training Jihwan Kim Junoh Kang Jinyoung Choi Bohyung Han DiffM VGen 99 35 0 19 May 2024
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing Ye Tian Baolin Peng Linfeng Song Lifeng Jin Dian Yu Haitao Mi Dong Yu LRM ReLM 91 79 0 18 Apr 2024
InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization Xiefan Guo Jinlin Liu Miaomiao Cui Jiankai Li Hongyu Yang Di Huang 67 34 0 06 Apr 2024
TRIP: Temporal Residual Learning with Image Noise Prior for Image-to-Video Diffusion Models Zhongwei Zhang Fuchen Long Yingwei Pan Zhaofan Qiu Ting Yao Yang Cao Tao Mei VGen 83 29 0 25 Mar 2024
StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text Roberto Henschel Levon Khachatryan Daniil Hayrapetyan Hayk Poghosyan Vahram Tadevosyan Zhangyang Wang Shant Navasardyan Humphrey Shi DiffM VGen 173 84 0 21 Mar 2024
Common 7B Language Models Already Possess Strong Math Capabilities Chen Li Weiqi Wang Jingcheng Hu Yixuan Wei Nanning Zheng Han Hu Zheng Zhang Houwen Peng ALM LRM 74 89 0 07 Mar 2024
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models Yixin Liu Kai Zhang Yuan Li Zhiling Yan Chujie Gao ... Yue Huang Hanchi Sun Jianfeng Gao Lifang He Lichao Sun VLM VGen EGVM 128 292 0 27 Feb 2024
Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis Willi Menapace Aliaksandr Siarohin Ivan Skorokhodov Ekaterina Deyneka Tsai-Shien Chen ... Yuwei Fang A. Stoliar Elisa Ricci Jian Ren Sergey Tulyakov VGen 116 60 0 22 Feb 2024
COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability Xing-ming Guo Fangxu Yu Huan Zhang Lianhui Qin Bin Hu AAML 164 89 0 13 Feb 2024
Rolling Diffusion Models David Ruhe Jonathan Heek Tim Salimans Emiel Hoogeboom DiffM 73 38 0 12 Feb 2024
ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation Weiming Ren Harry Yang Ge Zhang Cong Wei Xinrun Du Stephen W. Huang Wenhu Chen DiffM VGen 115 59 0 06 Feb 2024
VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models Haoxin Chen Yong Zhang Xiaodong Cun Menghan Xia Xintao Wang Chao-Liang Weng Ying Shan VGen DiffM 209 308 0 17 Jan 2024
Latte: Latent Diffusion Transformer for Video Generation Xin Ma Yaohui Wang Gengyun Jia Xinyuan Chen Ziqiang Liu Yuan-Fang Li Cunjian Chen Yu Qiao DiffM VGen 238 270 0 05 Jan 2024
Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations Peiyi Wang Lei Li Zhihong Shao R. X. Xu Damai Dai Yifei Li Deli Chen Y.Wu Zhifang Sui AIMat LRM ALM 135 391 0 14 Dec 2023
FreeInit: Bridging Initialization Gap in Video Diffusion Models Tianxing Wu Chenyang Si Yuming Jiang Ziqi Huang Ziwei Liu DiffM VGen 47 51 0 12 Dec 2023
VBench: Comprehensive Benchmark Suite for Video Generative Models Ziqi Huang Yinan He Jiashuo Yu Fan Zhang Chenyang Si ... Xinyuan Chen Limin Wang Dahua Lin Yu Qiao Ziwei Liu VGen 181 412 0 29 Nov 2023