Long-Context State-Space Video World Models

Long-Context State-Space Video World Models

26 May 2025

Gordon Wetzstein

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Papers citing "Long-Context State-Space Video World Models"

17 / 17 papers shown

Title
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 0 0 0 28 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 Teli Ma Eric Li Yahui Zhou VGen 32 0 0 18 Aug 2025
Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing Xu Wang Chenkai Xu Yijie Jin Jiachun Jin Hao Zhang Zhijie Deng AI4CE 20 2 0 08 Aug 2025
LongMamba: Enhancing Mamba's Long Context Capabilities via Training-Free Receptive Field Enlargement Zhifan Ye Kejing Xia Yonggan Fu Xin Dong Jihoon Hong Xiangchi Yuan Shizhe Diao Jan Kautz Pavlo Molchanov Yingyan Lin Mamba 160 12 0 22 Apr 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 ... Longji Xu Yuanwei Lu Yu-Cheng Chen Yu-Juan Luo Yihao Luo DiffM VGen 430 65 0 14 Feb 2025
History-Guided Video Diffusion Kiwhan Song Boyuan Chen Max Simchowitz Yilun Du Russ Tedrake Vincent Sitzmann VGen 298 25 0 10 Feb 2025
Pre-Trained Video Generative Models as World Simulators Haoran He Yang Zhang Liang Lin Zhihao Xu Ling Pan VGen 240 9 0 10 Feb 2025
LTX-Video: Realtime Video Latent Diffusion Yoav HaCohen Nisan Chiprut Benny Brazowski Daniel Shalem Dudu Moshe ... Sapir Weissbuch Victor Kulikov Yaki Bitterman Zeev Melumian Ofir Bibi VGen 209 109 0 03 Jan 2025
LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity Hongjie Wang Chih-Yao Ma Yen-Cheng Liu Ji Hou Tao Xu ... Peizhao Zhang Tingbo Hou Peter Vajda N. Jha Xiaoliang Dai LMTD VGen VLM DiffM 228 16 0 13 Dec 2024
Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing Kaifeng Gao Jiaxin Shi Hanwang Zhang Chunping Wang Jun Xiao Long Chen VGen DiffM 270 6 0 25 Nov 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 247 116 0 08 Oct 2024
Loong: Generating Minute-level Long Videos with Autoregressive Language Models Yuqing Wang Tianwei Xiong Daquan Zhou Zhijie Lin Yang Zhao Bingyi Kang Jiashi Feng Xihui Liu VGen 204 45 0 03 Oct 2024
Diffusion Models Are Real-Time Game Engines Dani Valevski Yaniv Leviathan Moab Arar Shlomi Fruchter DiffM VGen AI4CE 219 112 0 27 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 427 788 0 12 Aug 2024
Learning to (Learn at Test Time): RNNs with Expressive Hidden States Yu Sun Xinhao Li Karan Dalal Jiarui Xu Arjun Vikram ... Xinlei Chen Xiaolong Wang Sanmi Koyejo Tatsunori Hashimoto Carlos Guestrin 187 130 0 05 Jul 2024
DeciMamba: Exploring the Length Extrapolation Potential of Mamba Assaf Ben-Kish Itamar Zimerman Shady Abu Hussein Nadav Cohen Amir Globerson Lior Wolf Raja Giryes Mamba 282 23 0 20 Jun 2024
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling Liliang Ren Yang Liu Yadong Lu Yelong Shen Chen Liang Weizhu Chen Mamba 199 84 0 11 Jun 2024