Video Diffusion Models

7 April 2022

David J. Fleet

Papers citing "Video Diffusion Models"

50 / 1,192 papers shown

Title
Consistency Models Yang Song Prafulla Dhariwal Mark Chen Ilya Sutskever VLM DiffM 63 872 0 02 Mar 2023
Diffusion Probabilistic Fields Peiye Zhuang Samira Abnar Jiatao Gu Alex Schwing Joshua M. Susskind Miguel Angel Bautista DiffM 22 25 0 01 Mar 2023
Monocular Depth Estimation using Diffusion Models Saurabh Saxena Abhishek Kar Mohammad Norouzi David J. Fleet DiffM VLM MDE 45 84 0 28 Feb 2023
Can We Use Diffusion Probabilistic Models for 3D Motion Prediction? Hyemin Ahn Esteve Valls Mascaro Dongheui Lee VGen DiffM 16 22 0 28 Feb 2023
DiffusioNeRF: Regularizing Neural Radiance Fields with Denoising Diffusion Models Jamie M. Wynn Daniyar Turmukhambetov DiffM AI4CE 23 110 0 23 Feb 2023
On Calibrating Diffusion Probabilistic Models Tianyu Pang Cheng Lu Chao Du Min Lin Shuicheng Yan Zhijie Deng DiffM 38 2 0 21 Feb 2023
Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent Giannis Daras Y. Dagan A. Dimakis C. Daskalakis DiffM 50 44 0 17 Feb 2023
MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation Clément Vignac Nagham Osman Laura Toni P. Frossard DiffM 53 50 0 17 Feb 2023
Boundary Guided Learning-Free Semantic Control with Diffusion Models Ye Zhu Yuehua Wu Zhiwei Deng Olga Russakovsky Yan Yan DiffM 27 23 0 16 Feb 2023
DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization Zhiqing Sun Yiming Yang DiffM 38 121 0 16 Feb 2023
Video Probabilistic Diffusion Models in Projected Latent Space Sihyun Yu Kihyuk Sohn Subin Kim Jinwoo Shin VGen DiffM 37 160 0 15 Feb 2023
Diffusion Models in Bioinformatics: A New Wave of Deep Learning Revolution in Action Zhiye Guo Jian Liu Yanli Wang Mengrui Chen Duolin Wang Dong Xu Jianlin Cheng MedIm AI4CE DiffM 46 22 0 13 Feb 2023
Preconditioned Score-based Generative Models He Ma Xiatian Zhu Xiatian Zhu Jianfeng Feng DiffM 43 5 0 13 Feb 2023
A Reparameterized Discrete Diffusion Model for Text Generation Lin Zheng Jianbo Yuan Lei Yu Lingpeng Kong DiffM 41 57 0 11 Feb 2023
UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models Wenliang Zhao Lujia Bai Yongming Rao Jie Zhou Jiwen Lu DiffM 27 200 0 09 Feb 2023
Q-Diffusion: Quantizing Diffusion Models Xiuyu Li Yijia Liu Long Lian Hua Yang Zhen Dong Daniel Kang Shanghang Zhang Kurt Keutzer DiffM MQ 50 154 0 08 Feb 2023
Machine Learning for Synthetic Data Generation: A Review Ying-Cheng Lu Minjie Shen Huazheng Wang Xiao Wang Capucine Van Rechem Tianfan Fu Wenqi Wei SyDa 42 140 0 08 Feb 2023
Noise2Music: Text-conditioned Music Generation with Diffusion Models Qingqing Huang Daniel S. Park Tao Wang Timo I. Denk Andy Ly ... Jesse Engel Quoc V. Le William Chan Zhifeng Chen Wei Han MGen DiffM 38 191 0 08 Feb 2023
GraphGUIDE: interpretable and controllable conditional graph generation with discrete Bernoulli diffusion Alex Tseng N. Diamant Tommaso Biancalani Gabriele Scalia DiffM 27 5 0 07 Feb 2023
HumanMAC: Masked Motion Completion for Human Motion Prediction Ling-Hao Chen Jiawei Zhang Ye-rong Li Yiren Pang Xiaobo Xia Tongliang Liu DiffM VGen 42 57 0 07 Feb 2023
Graph Generation with Diffusion Mixture Jaehyeong Jo Dongki Kim Sung Ju Hwang DiffM 31 20 0 07 Feb 2023
Structure and Content-Guided Video Synthesis with Diffusion Models Patrick Esser Johnathan Chiu Parmida Atighehchian Jonathan Granskog Anastasis Germanidis DiffM VGen 94 509 0 06 Feb 2023
A Lipschitz Bandits Approach for Continuous Hyperparameter Optimization Yasong Feng Weijian Luo Yimin Huang Tianyu Wang 26 8 0 03 Feb 2023
Dreamix: Video Diffusion Models are General Video Editors Eyal Molad Eliahu Horwitz Dani Valevski Alex Rav-Acha Yossi Matias Yael Pritch Yaniv Leviathan Yedid Hoshen DiffM VGen 27 181 0 02 Feb 2023
Learning Universal Policies via Text-Guided Video Generation Yilun Du Mengjiao Yang Bo Dai H. Dai Ofir Nachum J. Tenenbaum Dale Schuurmans Pieter Abbeel PINN LM&Ro 27 233 0 31 Jan 2023
Solving Inverse Physics Problems with Score Matching Benjamin Holzschuh S. Vegetti Nils Thuerey DiffM 13 10 0 24 Jan 2023
Membership Inference of Diffusion Models Hailong Hu Jun Pang 32 37 0 24 Jan 2023
InfiniCity: Infinite-Scale City Synthesis C. Lin Hsin-Ying Lee Willi Menapace Menglei Chai Aliaksandr Siarohin Ming-Hsuan Yang Sergey Tulyakov VGen 32 53 0 23 Jan 2023
Diffusion-based Conditional ECG Generation with Structured State Space Models Juan Miguel Lopez Alcaraz Nils Strodthoff DiffM 38 48 0 19 Jan 2023
A Residual Diffusion Model for High Perceptual Quality Codec Augmentation Noor Fathima Ghouse Jens Petersen Auke Wiggers Tianlin Xu Guillaume Sautière DiffM 32 22 0 13 Jan 2023
Speech Driven Video Editing via an Audio-Conditioned Diffusion Model Dan Bigioi Shubhajit Basak Michał Stypułkowski Maciej Ziȩba H. Jordan R. Mcdonnell Peter Corcoran DiffM VGen 24 35 0 10 Jan 2023
Diffused Heads: Diffusion Models Beat GANs on Talking-Face Generation Michal Stypulkowski Konstantinos Vougioukas Sen He Maciej Ziȩba Stavros Petridis M. Pantic DiffM 24 116 0 06 Jan 2023
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 197 523 0 02 Jan 2023
Image Embedding for Denoising Generative Models Andrea Asperti David Evangelista Samuele Marro Fabio Merizzi DiffM 25 9 0 30 Dec 2022
OrthoGAN:High-Precision Image Generation for Teeth Orthodontic Visualization Feihong Shen Jingjing Liu Hai-Zhen Li B. Fang Chenglong Ma Jinxiang Hao Yang Feng Youyi Zheng Youyi Zheng MedIm DiffM 54 0 0 29 Dec 2022
Scalable Adaptive Computation for Iterative Generation Allan Jabri David Fleet Ting-Li Chen DiffM 35 107 0 22 Dec 2022
Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise Zheng-Wen Lin Yeyun Gong Yelong Shen Tong Wu Zhihao Fan Chen Lin Nan Duan Weizhu Chen AI4CE DiffM VLM 40 61 0 22 Dec 2022
Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation Jay Zhangjie Wu Yixiao Ge Xintao Wang Weixian Lei Yuchao Gu Yufei Shi W. Hsu Ying Shan Xiaohu Qie Mike Zheng Shou VGen 62 692 0 22 Dec 2022
Hierarchically branched diffusion models leverage dataset structure for class-conditional generation Alex Tseng Max W. Shen Tommaso Biancalani Gabriele Scalia DiffM 26 0 0 21 Dec 2022
SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers Hongyi Yuan Zheng Yuan Chuanqi Tan Fei Huang Songfang Huang DiffM 41 64 0 20 Dec 2022
MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation Ludan Ruan Yi Ma Huan Yang Huiguo He Bei Liu Jianlong Fu Nicholas Jing Yuan Qin Jin B. Guo DiffM VGen 36 174 0 19 Dec 2022
AI Art in Architecture J. Ploennigs Markus Berger DiffM 40 66 0 19 Dec 2022
Point-E: A System for Generating 3D Point Clouds from Complex Prompts Alex Nichol Heewoo Jun Prafulla Dhariwal Pamela Mishkin Mark Chen DiffM 47 586 0 16 Dec 2022
Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models Qiucheng Wu Yujian Liu Handong Zhao Ajinkya Kale T. Bui Tong Yu Zhe-nan Lin Yang Zhang Shiyu Chang DiffM CoGe 30 98 0 16 Dec 2022
Towards Smooth Video Composition Qihang Zhang Ceyuan Yang Yujun Shen Yinghao Xu Bolei Zhou VGen 44 14 0 14 Dec 2022
RGBD2: Generative Scene Synthesis via Incremental View Inpainting using RGBD Diffusion Models Jiabao Lei Jiapeng Tang Kui Jia DiffM 27 38 0 12 Dec 2022
MAGVIT: Masked Generative Video Transformer Lijun Yu Yong Cheng Kihyuk Sohn José Lezama Han Zhang ... Alexander G. Hauptmann Ming-Hsuan Yang Yuan Hao Irfan Essa Lu Jiang DiffM VGen 38 228 0 10 Dec 2022
Diffusion Guided Domain Adaptation of Image Generators Kunpeng Song Ligong Han Bingchen Liu Dimitris N. Metaxas Ahmed Elgammal DiffM 28 34 0 08 Dec 2022
Neural Cell Video Synthesis via Optical-Flow Diffusion Manuel Serna-Aguilera Khoa Luu Nathaniel Harris Min Zou DiffM VGen 23 1 0 06 Dec 2022
Multiscale Structure Guided Diffusion for Image Deblurring Mengwei Ren M. Delbracio Hossein Talebi Guido Gerig P. Milanfar DiffM 21 59 0 04 Dec 2022