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Video Diffusion Models

7 April 2022

David J. Fleet

Papers citing "Video Diffusion Models"

50 / 1,256 papers shown

Title
Geometric Trajectory Diffusion Models Jiaqi Han Minkai Xu Aaron Lou Haotian Ye Stefano Ermon DiffM 112 5 0 16 Oct 2024
Constrained Posterior Sampling: Time Series Generation with Hard Constraints Sai Shankar Narasimhan Shubhankar Agarwal Litu Rout Sanjay Shakkottai Sandeep Chinchali DiffM AI4TS 66 0 0 16 Oct 2024
SDI-Paste: Synthetic Dynamic Instance Copy-Paste for Video Instance Segmentation Sahir Shrestha Weihao Li Gao Zhu Nick Barnes DiffM 71 0 0 16 Oct 2024
Off-dynamics Conditional Diffusion Planners Wen Zheng Terence Ng Jianda Chen Tianwei Zhang DiffM OffRL 140 0 0 16 Oct 2024
One Step Diffusion via Shortcut Models Kevin Frans Danijar Hafner Sergey Levine Pieter Abbeel VLM DiffM 164 48 0 16 Oct 2024
Parametric model reduction of mean-field and stochastic systems via higher-order action matching Jules Berman Tobias Blickhan Benjamin Peherstorfer 147 0 0 15 Oct 2024
Hessian-Informed Flow Matching Christopher Iliffe Sprague Arne Elofsson Hossein Azizpour 67 0 0 15 Oct 2024
A Simple Approach to Unifying Diffusion-based Conditional Generation Xirui Li Charles Herrmann Kelvin C.K. Chan Yinxiao Li Deqing Sun Chao Ma Ming-Hsuan Yang DiffM VLM 146 1 0 15 Oct 2024
Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs Severi Rissanen Markus Heinonen Arno Solin DiffM 423 3 0 15 Oct 2024
Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free Ziyue Li Dinesh Manocha MoE 159 10 0 14 Oct 2024
Mix Data or Merge Models? Optimizing for Diverse Multi-Task Learning Aakanksha Arash Ahmadian Seraphina Goldfarb-Tarrant Beyza Ermis Marzieh Fadaee Sara Hooker MoMe 111 7 0 14 Oct 2024
Enhancing JEPAs with Spatial Conditioning: Robust and Efficient Representation Learning Etai Littwin Vimal Thilak Anand Gopalakrishnan 134 0 0 14 Oct 2024
FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification J. Yao Wang Cheng Wenyu Liu Xinggang Wang 91 13 0 14 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 127 19 0 14 Oct 2024
How to Backdoor Consistency Models? Chengen Wang Murat Kantarcioglu DiffM AAML 481 1 0 14 Oct 2024
Variational Diffusion Posterior Sampling with Midpoint Guidance Badr Moufad Yazid Janati Lisa Bedin Alain Durmus Randal Douc Eric Moulines Jimmy Olsson DiffM 43 5 0 13 Oct 2024
DuoDiff: Accelerating Diffusion Models with a Dual-Backbone Approach Daniel Gallo Fernández Rǎzvan-Andrei Matişan Alejandro Monroy Muñoz Ana-Maria Vasilcoiu Janusz Partyka Tin Hadži Veljković Metod Jazbec DiffM 98 0 0 12 Oct 2024
Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models Yule Wang Chengrui Li Weihan Li Anqi Wu DiffM 92 6 0 12 Oct 2024
Losing dimensions: Geometric memorization in generative diffusion Beatrice Achilli Enrico Ventura Gianluigi Silvestri Bao Pham G. Raya Dmitry Krotov Carlo Lucibello L. Ambrogioni 106 6 0 11 Oct 2024
Gait Sequence Upsampling using Diffusion Models for Single LiDAR Sensors Jeongho Ahn Kazuto Nakashima Koki Yoshino Y. Iwashita Ryo Kurazume DiffM 59 0 0 11 Oct 2024
Distillation of Discrete Diffusion through Dimensional Correlations Satoshi Hayakawa Yuhta Takida Masaaki Imaizumi Hiromi Wakaki Yuki Mitsufuji DiffM 189 4 0 11 Oct 2024
HARIVO: Harnessing Text-to-Image Models for Video Generation Mingi Kwon Seoung Wug Oh Yang Zhou Difan Liu Joon-Young Lee Haoran Cai Baqiao Liu Feng Liu Youngjung Uh VGen 60 4 0 10 Oct 2024
Animating the Past: Reconstruct Trilobite via Video Generation Xiaoran Wu Zien Huang Chonghan Yu VGen 86 1 0 10 Oct 2024
MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion Onkar Susladkar Jishu Sen Gupta Chirag Sehgal Sparsh Mittal Rekha Singhal DiffM VGen 105 0 0 10 Oct 2024
Language-Guided Joint Audio-Visual Editing via One-Shot Adaptation Susan Liang Chao Huang Yapeng Tian Anurag Kumar Chenliang Xu DiffM 117 8 0 09 Oct 2024
G2D2: Gradient-guided Discrete Diffusion for image inverse problem solving Naoki Murata Chieh-Hsin Lai Yuhta Takida Toshimitsu Uesaka Bac Nguyen Stefano Ermon Yuki Mitsufuji DiffM 104 2 0 09 Oct 2024
Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning Qianli Ma Xuefei Ning Dongrui Liu Li Niu Linfeng Zhang MoMe 122 0 0 09 Oct 2024
Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion Enrico Ventura Beatrice Achilli Gianluigi Silvestri Carlo Lucibello L. Ambrogioni DiffM 135 10 0 08 Oct 2024
T2V-Turbo-v2: Enhancing Video Generation Model Post-Training through Data, Reward, and Conditional Guidance Design Jiachen Li Qian Long Jian Zheng Xiaofeng Gao Robinson Piramuthu Wenhu Chen William Yang Wang VGen 128 26 0 08 Oct 2024
ViBiDSampler: Enhancing Video Interpolation Using Bidirectional Diffusion Sampler Serin Yang Taesung Kwon Jong Chul Ye VGen DiffM 111 7 0 08 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 168 87 0 08 Oct 2024
Leveraging Multimodal Diffusion Models to Accelerate Imaging with Side Information Timofey Efimov Harry Dong M. Shah Jeff P. Simmons S. Donegan Yuejie Chi DiffM MedIm 45 0 0 07 Oct 2024
L-C4: Language-Based Video Colorization for Creative and Consistent Color Zheng Chang Shuchen Weng Huan Ouyang Yu Li Si Li Boxin Shi DiffM VGen VLM 62 0 0 07 Oct 2024
ACDC: Autoregressive Coherent Multimodal Generation using Diffusion Correction Hyungjin Chung Dohun Lee Jong Chul Ye VGen DiffM 68 2 0 07 Oct 2024
Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting Soon Hoe Lim Yijin Wang Annan Yu Emma Hart Michael W. Mahoney Xiaoye S. Li N. Benjamin Erichson AI4TS 122 2 0 04 Oct 2024
Redefining Temporal Modeling in Video Diffusion: The Vectorized Timestep Approach Yaofang Liu Y. Ren Xiaodong Cun Aitor Artola Yang Liu Tieyong Zeng Raymond H. Chan Jean-Michel Morel VGen DiffM 122 3 0 04 Oct 2024
MDMP: Multi-modal Diffusion for supervised Motion Predictions with uncertainty Leo Bringer Joey Wilson Kira Barton Maani Ghaffari DiffM 60 0 0 04 Oct 2024
Zebra: In-Context Generative Pretraining for Solving Parametric PDEs Louis Serrano Armand K. Koupai Thomas X. Wang Pierre Erbacher Patrick Gallinari AI4CE 107 5 0 04 Oct 2024
Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation Muzhi Zhu Yang Liu Zekai Luo Chenchen Jing Hao Chen Guangkai Xu Xinlong Wang Chunhua Shen DiffM VLM 99 7 0 03 Oct 2024
Convergence of Score-Based Discrete Diffusion Models: A Discrete-Time Analysis Zikun Zhang Zixiang Chen Quanquan Gu DiffM 163 5 0 03 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 163 35 0 03 Oct 2024
COMUNI: Decomposing Common and Unique Video Signals for Diffusion-based Video Generation Mingzhen Sun Weining Wang Xinxin Zhu Jing Liu VGen DiffM 61 0 0 02 Oct 2024
Denoising with a Joint-Embedding Predictive Architecture Dengsheng Chen Jie Hu Xiaoming Wei Enhua Wu DiffM 172 3 0 02 Oct 2024
AVID: Adapting Video Diffusion Models to World Models Marc Rigter Tarun Gupta Agrin Hilmkil Chao Ma VGen 75 8 0 01 Oct 2024
Simple and Fast Distillation of Diffusion Models Zhenyu Zhou Defang Chen Can Wang Chun Chen Siwei Lyu DiffM 75 8 0 29 Sep 2024
Generalizing Consistency Policy to Visual RL with Prioritized Proximal Experience Regularization Haoran Li Zhennan Jiang Yuhui Chen Dongbin Zhao OffRL 89 3 0 28 Sep 2024
Pruning then Reweighting: Towards Data-Efficient Training of Diffusion Models Yize Li Yihua Zhang Sijia Liu Xue Lin 96 5 0 27 Sep 2024
Trustworthy Text-to-Image Diffusion Models: A Timely and Focused Survey Yi Zhang Zhen Chen Chih-Hong Cheng Wenjie Ruan Xiaowei Huang Dezong Zhao David Flynn Siddartha Khastgir Xingyu Zhao MedIm 97 4 0 26 Sep 2024
FlowTurbo: Towards Real-time Flow-Based Image Generation with Velocity Refiner Wenliang Zhao Minglei Shi Xumin Yu Jie Zhou Jiwen Lu 53 2 0 26 Sep 2024
Physics-aligned Schrödinger bridge Zeyu Li Hongkun Dou Shen Fang Wang Han Yue Deng Lijun Yang AI4CE DiffM 52 0 0 26 Sep 2024