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Video Diffusion Models

7 April 2022

David J. Fleet

Papers citing "Video Diffusion Models"

50 / 1,256 papers shown

Title
Reward Fine-Tuning Two-Step Diffusion Models via Learning Differentiable Latent-Space Surrogate Reward Zhiwei Jia Yuesong Nan Huixi Zhao Gengdai Liu EGVM 203 1 0 22 Nov 2024
MovieBench: A Hierarchical Movie Level Dataset for Long Video Generation Weijia Wu Mingyu Liu Zeyu Zhu Xi Xia Haoen Feng Wen Wang Kevin Qinghong Lin Chunhua Shen Mike Zheng Shou DiffM VGen 230 3 0 22 Nov 2024
Teaching Video Diffusion Model with Latent Physical Phenomenon Knowledge Qinglong Cao Ding Wang Xirui Li Yuntian Chen Chao Ma Xiaokang Yang DiffM VGen 150 2 0 18 Nov 2024
SpatialDreamer: Self-supervised Stereo Video Synthesis from Monocular Input Zhen Lv Yangqi Long Congzhentao Huang Cao Li Chengfei Lv Hao Ren Dian Zheng DiffM VGen MDE 189 6 0 18 Nov 2024
Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey Xuannan Liu Xing Cui Peipei Li Zekun Li Huaibo Huang Shuhan Xia Miaoxuan Zhang Yueying Zou Ran He AAML 154 11 0 14 Nov 2024
Inconsistencies In Consistency Models: Better ODE Solving Does Not Imply Better Samples Noël Vouitsis Rasa Hosseinzadeh Brendan Leigh Ross Valentin Villecroze S. Gorti Jesse C. Cresswell Gabriel Loaiza-Ganem DiffM 83 0 0 13 Nov 2024
Artificial Intelligence for Biomedical Video Generation Linyuan Li Jianing Qiu Anujit Saha Lin Li Poyuan Li Mengxian He Ziyu Guo Wu Yuan VGen 177 0 0 12 Nov 2024
Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models Nvidia : Yuval Atzmon Maciej Bala Yogesh Balaji ... Ting-Chun Wang Shuran Song Fangyin Wei Yu Zeng Qinsheng Zhang 87 9 0 11 Nov 2024
SG-I2V: Self-Guided Trajectory Control in Image-to-Video Generation Koichi Namekata Sherwin Bahmani Ziyi Wu Yash Kant Igor Gilitschenski David B. Lindell VGen 171 16 0 07 Nov 2024
Boosting Latent Diffusion with Perceptual Objectives Tariq Berrada Pietro Astolfi Jakob Verbeek Melissa Hall Marton Havasi M. Drozdzal Yohann Benchetrit Adriana Romero Soriano Karteek Alahari 79 2 0 06 Nov 2024
Generating Synthetic Electronic Health Record Data: a Methodological Scoping Review with Benchmarking on Phenotype Data and Open-Source Software Xingran Chen Zhenke Wu Xu Shi Hyunghoon Cho Bhramar Mukherjee SyDa 84 3 0 06 Nov 2024
DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image Generation Hao Phung Quan Dao T. Dao Hoang Phan Dimitris Metaxas Anh Tran Mamba 170 5 0 06 Nov 2024
Pre-trained Visual Dynamics Representations for Efficient Policy Learning Hao Luo Bohan Zhou Zongqing Lu 68 2 0 05 Nov 2024
Exploring the Interplay Between Video Generation and World Models in Autonomous Driving: A Survey Ao Fu Yi Zhou Tao Zhou Yue Yang Bojun Gao Qun Li Guobin Wu Ling Shao VGen 100 3 0 05 Nov 2024
Bridge-IF: Learning Inverse Protein Folding with Markov Bridges Yiheng Zhu Jialu Wu Yue Liu Jiahuan Yan Mingze Yin Wei Wu Mingyang Li Jieping Ye Zehua Wang Jian Wu 91 8 0 04 Nov 2024
Optical Flow Representation Alignment Mamba Diffusion Model for Medical Video Generation Zhenbin Wang Lei Zhang Lituan Wang Minjuan Zhu Zhenwei Zhang VGen MedIm 101 3 0 03 Nov 2024
Denoising Fisher Training For Neural Implicit Samplers Weijian Luo Wei Deng 78 0 0 03 Nov 2024
Fast and Memory-Efficient Video Diffusion Using Streamlined Inference Zheng Zhan Yushu Wu Yifan Gong Zichong Meng Zhenglun Kong Changdi Yang Geng Yuan Pu Zhao Wei Niu Yanzhi Wang VGen 66 5 0 02 Nov 2024
Conditional Synthesis of 3D Molecules with Time Correction Sampler Hojung Jung Youngrok Park Laura Schmid Jaehyeong Jo Dongkyu Lee Bongsang Kim Se-Young Yun Jinwoo Shin DiffM 101 4 0 01 Nov 2024
Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning Penghui Ruan Pichao Wang Divya Saxena Jiannong Cao Yuhui Shi DiffM VGen 104 0 0 31 Oct 2024
Accelerated AI Inference via Dynamic Execution Methods Haim Barad Jascha Achterberg Tien Pei Chou Jean Yu 72 1 0 30 Oct 2024
Video prediction using score-based conditional density estimation P. Fiquet Eero P. Simoncelli AI4TS 48 0 0 30 Oct 2024
Investigating Memorization in Video Diffusion Models Chong Chen Enhuai Liu Daochang Liu M. Shah Chang Xu VGen DiffM 161 1 0 29 Oct 2024
One-Step Diffusion Policy: Fast Visuomotor Policies via Diffusion Distillation Zhendong Wang Zhiyu Li Ajay Mandlekar Zhenjia Xu Jiaojiao Fan ... Yuke Zhu Yogesh Balaji Mingyuan Zhou Xuan Li Yu Zeng 110 18 0 28 Oct 2024
David and Goliath: Small One-step Model Beats Large Diffusion with Score Post-training Weijian Luo C. Zhang Debing Zhang Zhengyang Geng 96 3 0 28 Oct 2024
LARP: Tokenizing Videos with a Learned Autoregressive Generative Prior Hanyu Wang Saksham Suri Yixuan Ren Hao Chen Abhinav Shrivastava VGen 107 12 0 28 Oct 2024
Attention Overlap Is Responsible for The Entity Missing Problem in Text-to-image Diffusion Models! Arash Marioriyad Mohammadali Banayeeanzade Reza Abbasi M. Rohban M. Baghshah DiffM 151 3 0 28 Oct 2024
Shallow Diffuse: Robust and Invisible Watermarking through Low-Dimensional Subspaces in Diffusion Models Wenda Li Huijie Zhang Qing Qu WIGM 104 2 0 28 Oct 2024
ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation Zongyi Li Shujie Hu Shujie Liu Long Zhou Jeongsoo Choi Lingwei Meng Xun Guo Jiajian Li H. Ling Furu Wei VGen DiffM 152 7 0 27 Oct 2024
Adversarial Environment Design via Regret-Guided Diffusion Models Hojun Chung Junseo Lee Minsoo Kim Dohyeong Kim Songhwai Oh 104 1 0 25 Oct 2024
Generative Diffusion Models for Sequential Recommendations Sharare Zolghadr Ole Winther Paul Jeha DiffM 69 1 0 25 Oct 2024
Flow Generator Matching Zemin Huang Zhengyang Geng Weijian Luo Guo-Jun Qi 123 11 0 25 Oct 2024
Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion Emiel Hoogeboom Thomas Mensink Jonathan Heek Kay Lamerigts Ruiqi Gao Tim Salimans 470 13 0 25 Oct 2024
Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences Weijian Luo EGVM 114 9 0 24 Oct 2024
One-Step Diffusion Distillation through Score Implicit Matching Weijian Luo Zemin Huang Zhengyang Geng J. Zico Kolter Guo-Jun Qi DiffM 92 21 0 22 Oct 2024
On conditional diffusion models for PDE simulations Aliaksandra Shysheya Cristiana-Diana Diaconu Federico Bergamin P. Perdikaris José Miguel Hernández-Lobato Richard E. Turner Emile Mathieu DiffM 81 13 0 21 Oct 2024
SEA: State-Exchange Attention for High-Fidelity Physics Based Transformers Parsa Esmati Amirhossein Dadashzadeh Vahid Goodarzi Nicolas Larrosa Nicolo Grilli 79 0 0 20 Oct 2024
Generative AI Agents in Autonomous Machines: A Safety Perspective Jason J. Jabbour Vijay Janapa Reddi AI4CE 124 4 0 20 Oct 2024
Allegro: Open the Black Box of Commercial-Level Video Generation Model Yuan Zhou Qiuyue Wang Yuxuan Cai Huan Yang VGen VLM 155 37 0 20 Oct 2024
FrameBridge: Improving Image-to-Video Generation with Bridge Models Yuji Wang Zehua Chen Xiaoyu Chen Jun-Jie Zhu Jianfei Chen Jianfei Chen DiffM VGen 513 5 0 20 Oct 2024
Truncated Consistency Models Sangyun Lee Yilun Xu Tomas Geffner Giulia Fanti Karsten Kreis Arash Vahdat Weili Nie 143 4 0 18 Oct 2024
Extreme Precipitation Nowcasting using Multi-Task Latent Diffusion Models Li Chaorong Ling Xudong Yang Qiang Qin Fengqing Huang Yuanyuan 96 0 0 18 Oct 2024
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning Jiacheng Ye Jiahui Gao Shansan Gong Lin Zheng Xin Jiang Zhiyu Li Dianbo Sui DiffM LRM 182 25 0 18 Oct 2024
DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control Yujie Wei Shiwei Zhang Hangjie Yuan Xiang Wang Haonan Qiu ... Fan Liu Zhizhong Huang Jiaxin Ye Yingya Zhang Hongming Shan DiffM VGen 113 18 0 17 Oct 2024
DriveDreamer4D: World Models Are Effective Data Machines for 4D Driving Scene Representation Guosheng Zhao Chaojun Ni Xiaofeng Wang Zheng Zhu Xinming Zhang ... Xinze Chen Boyuan Wang Youyi Zhang Wenjun Mei Xingang Wang VGen 174 32 0 17 Oct 2024
Meta-DiffuB: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration Yun-Yen Chuang Hung-Min Hsu Kevin Lin Chen-Sheng Gu Ling Zhen Li Ray-I Chang Hung-yi Lee DiffM VLM 71 1 0 17 Oct 2024
Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design Chenyu Wang Masatoshi Uehara Yichun He Amy Wang Tommaso Biancalani Avantika Lal Tommi Jaakkola Sergey Levine Hanchen Wang Aviv Regev 124 17 0 17 Oct 2024
DAWN: Dynamic Frame Avatar with Non-autoregressive Diffusion Framework for Talking Head Video Generation Hanbo Cheng Limin Lin Chenyu Liu Pengcheng Xia Pengfei Hu Jiefeng Ma Jun Du Jia Pan DiffM VGen 459 0 0 17 Oct 2024
TCP-Diffusion: A Multi-modal Diffusion Model for Global Tropical Cyclone Precipitation Forecasting with Change Awareness Cheng Huang Pan Mu Cong Bai Peter AG Watson 95 1 0 17 Oct 2024
Preference Diffusion for Recommendation Shuo Liu An Zhang Guoqing Hu Hong Qian Tat-Seng Chua 160 1 0 17 Oct 2024