Diffusion Probabilistic Modeling for Video Generation

16 March 2022

Papers citing "Diffusion Probabilistic Modeling for Video Generation"

44 / 194 papers shown

Title
NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation Sheng-Siang Yin Chenfei Wu Huan Yang Jianfeng Wang Xiaodong Wang ... Gong Ming Lijuan Wang Zicheng Liu Houqiang Li Nan Duan VGen 7 124 0 22 Mar 2023
VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation Zhengxiong Luo Dayou Chen Yingya Zhang Yan Huang Liangsheng Wang Yujun Shen Deli Zhao Jinren Zhou Tien-Ping Tan DiffM VGen 132 215 0 15 Mar 2023
Text-to-image Diffusion Models in Generative AI: A Survey Chenshuang Zhang Chaoning Zhang Mengchun Zhang In So Kweon VLM 42 263 0 14 Mar 2023
A Complete Recipe for Diffusion Generative Models Kushagra Pandey Stephan Mandt DiffM 39 8 0 03 Mar 2023
Video Probabilistic Diffusion Models in Projected Latent Space Sihyun Yu Kihyuk Sohn Subin Kim Jinwoo Shin VGen DiffM 27 160 0 15 Feb 2023
Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples Chumeng Liang Xiaoyu Wu Yang Hua Jiaru Zhang Yiming Xue Tao Song Zhengui Xue Ruhui Ma Haibing Guan DiffM WIGM 10 113 0 09 Feb 2023
Solving Inverse Physics Problems with Score Matching Benjamin Holzschuh S. Vegetti Nils Thuerey DiffM 6 8 0 24 Jan 2023
A Residual Diffusion Model for High Perceptual Quality Codec Augmentation Noor Fathima Ghouse Jens Petersen Auke Wiggers Tianlin Xu Guillaume Sautière DiffM 17 20 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 11 34 0 10 Jan 2023
Long-horizon video prediction using a dynamic latent hierarchy Alexey Zakharov Qinghai Guo Z. Fountas 8 4 0 29 Dec 2022
Towards Smooth Video Composition Qihang Zhang Ceyuan Yang Yujun Shen Yinghao Xu Bolei Zhou VGen 31 14 0 14 Dec 2022
Fast Point Cloud Generation with Straight Flows Lemeng Wu Dilin Wang Chengyue Gong Xingchao Liu Yunyang Xiong Rakesh Ranjan Raghuraman Krishnamoorthi Vikas Chandra Qiang Liu 32 40 0 04 Dec 2022
DiffRF: Rendering-Guided 3D Radiance Field Diffusion Norman Muller Yawar Siddiqui Lorenzo Porzi Samuel Rota Buló Peter Kontschieder Matthias Nießner 21 185 0 02 Dec 2022
Diffusion Generative Models in Infinite Dimensions Gavin Kerrigan Justin Ley Padhraic Smyth DiffM 38 27 0 01 Dec 2022
Efficient Video Prediction via Sparsely Conditioned Flow Matching A. Davtyan Sepehr Sameni Paolo Favaro VGen DiffM 25 27 0 26 Nov 2022
SinFusion: Training Diffusion Models on a Single Image or Video Yaniv Nikankin Niv Haim Michal Irani VGen 11 68 0 21 Nov 2022
MagicVideo: Efficient Video Generation With Latent Diffusion Models Daquan Zhou Weimin Wang Hanshu Yan Weiwei Lv Yizhe Zhu Jiashi Feng DiffM VGen 11 372 0 20 Nov 2022
DiffusionDet: Diffusion Model for Object Detection Shoufa Chen Pei Sun Yibing Song Ping Luo 8 437 0 17 Nov 2022
SSGVS: Semantic Scene Graph-to-Video Synthesis Yuren Cong Jinhui Yi Bodo Rosenhahn M. Yang 60 7 0 11 Nov 2022
Few-shot Image Generation with Diffusion Models Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 30 20 0 07 Nov 2022
Convergence of the Inexact Langevin Algorithm and Score-based Generative Models in KL Divergence Kaylee Yingxi Yang Andre Wibisono 8 12 0 02 Nov 2022
eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers Yogesh Balaji Seungjun Nah Xun Huang Arash Vahdat Jiaming Song ... Timo Aila S. Laine Bryan Catanzaro Tero Karras Ming-Yu Liu VLM MoE 10 801 0 02 Nov 2022
Score-based Denoising Diffusion with Non-Isotropic Gaussian Noise Models Vikram S. Voleti Christopher Pal Adam M. Oberman DiffM 47 17 0 21 Oct 2022
Self-Guided Diffusion Models Vincent Tao Hu David W. Zhang Yuki M. Asano Gertjan J. Burghouts Cees G. M. Snoek 24 31 0 12 Oct 2022
GENIE: Higher-Order Denoising Diffusion Solvers Tim Dockhorn Arash Vahdat Karsten Kreis DiffM 24 104 0 11 Oct 2022
Phenaki: Variable Length Video Generation From Open Domain Textual Description Ruben Villegas Mohammad Babaeizadeh Pieter-Jan Kindermans Hernan Moraldo Han Zhang M. Saffar Santiago Castro Julius Kunze D. Erhan DiffM VGen 17 370 0 05 Oct 2022
Imagen Video: High Definition Video Generation with Diffusion Models Jonathan Ho William Chan Chitwan Saharia Jay Whang Ruiqi Gao ... Diederik P. Kingma Ben Poole Mohammad Norouzi David J. Fleet Tim Salimans VGen 15 1,467 0 05 Oct 2022
Implementing and Experimenting with Diffusion Models for Text-to-Image Generation Robin Zbinden 17 3 0 22 Sep 2022
Lossy Image Compression with Conditional Diffusion Models Ruihan Yang Stephan Mandt DiffM 9 123 0 14 Sep 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 186 1,098 0 10 Sep 2022
Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow Xingchao Liu Chengyue Gong Qiang Liu OOD 20 822 0 07 Sep 2022
A Survey on Generative Diffusion Model Hanqun Cao Cheng Tan Zhangyang Gao Yilun Xu Guangyong Chen Pheng-Ann Heng Stan Z. Li MedIm 37 195 0 06 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 215 1,277 0 02 Sep 2022
Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models Juan Miguel Lopez Alcaraz Nils Strodthoff DiffM 20 167 0 19 Aug 2022
Generative Modelling With Inverse Heat Dissipation Severi Rissanen Markus Heinonen Arno Solin DiffM 11 108 0 21 Jun 2022
Diffusion Models for Video Prediction and Infilling Tobias Hoppe Arash Mehrjou Stefan Bauer Didrik Nielsen Andrea Dittadi DiffM VGen 17 128 0 15 Jun 2022
Flexible Diffusion Modeling of Long Videos William Harvey Saeid Naderiparizi Vaden Masrani Christian Weilbach Frank D. Wood DiffM BDL VGen 169 284 0 23 May 2022
MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation Vikram S. Voleti Alexia Jolicoeur-Martineau Christopher Pal DiffM VGen 11 289 0 19 May 2022
Semi-Parametric Neural Image Synthesis A. Blattmann Robin Rombach Kaan Oktay Jonas Muller Bjorn Ommer DiffM 18 27 0 25 Apr 2022
Video Diffusion Models Jonathan Ho Tim Salimans Alexey A. Gritsenko William Chan Mohammad Norouzi David J. Fleet DiffM VGen 25 1,499 0 07 Apr 2022
Motion-aware Dynamic Graph Neural Network for Video Compressive Sensing Ruiying Lu Ziheng Cheng Bo Chen Xin Yuan 6 4 0 01 Mar 2022
VideoGPT: Video Generation using VQ-VAE and Transformers Wilson Yan Yunzhi Zhang Pieter Abbeel A. Srinivas ViT VGen 237 482 0 20 Apr 2021
Diffusion Probabilistic Models for 3D Point Cloud Generation Shitong Luo Wei Hu 3DPC 167 711 0 02 Mar 2021
Hierarchical Autoregressive Modeling for Neural Video Compression Ruihan Yang Yibo Yang Joseph Marino Stephan Mandt BDL VGen 101 46 0 19 Oct 2020