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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 5,134 papers shown

Title
DiffMotion: Speech-Driven Gesture Synthesis Using Denoising Diffusion Model Fan Zhang Naye Ji Fuxing Gao Yongping Li DiffM VGen 78 28 0 24 Jan 2023
Membership Inference of Diffusion Models Hailong Hu Jun Pang 84 39 0 24 Jan 2023
AI vs. Human -- Differentiation Analysis of Scientific Content Generation Yongqiang Ma Jiawei Liu Fan Yi Qikai Cheng Yong Huang Wei Lu Xiaozhong Liu DeLMO 112 60 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 102 57 0 23 Jan 2023
LEGO-Net: Learning Regular Rearrangements of Objects in Rooms Qiuhong Anna Wei Sijie Ding Jeong Joon Park Rahul Sajnani A. Poulenard Srinath Sridhar Leonidas Guibas DiffM 117 64 0 23 Jan 2023
StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis Axel Sauer Tero Karras S. Laine Andreas Geiger Timo Aila 96 218 0 23 Jan 2023
Explaining the effects of non-convergent sampling in the training of Energy-Based Models E. Agoritsas Giovanni Catania A. Decelle Beatriz Seoane DiffM 68 10 0 23 Jan 2023
The stochastic digital human is now enrolling for in silico imaging trials -- Methods and tools for generating digital cohorts Aldo Badano Miguel Lago E. Sizikova JG Delfino S. Guan M. Anastasio B. Sahiner 74 11 0 20 Jan 2023
Removing Structured Noise with Diffusion Models Tristan S.W. Stevens Hans van Gorp F. C. Meral Junseob Shin Jason Yu Jean-Luc Robert Ruud J. G. van Sloun DiffM 118 2 0 20 Jan 2023
The role of noise in denoising models for anomaly detection in medical images Antanas Kascenas Pedro Sanchez Patrick Schrempf Chaoyang Wang William Clackett ... K. Goatman Alexander Weir N. Pugeault Sotirios A. Tsaftaris Alison Q. OÑeil DiffM MedIm 50 31 0 19 Jan 2023
Diffusion-based Conditional ECG Generation with Structured State Space Models Juan Miguel Lopez Alcaraz Nils Strodthoff DiffM 70 52 0 19 Jan 2023
A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs Fabian Falck Christopher Williams D. Danks George Deligiannidis C. Yau Chris Holmes Arnaud Doucet M. Willetts 98 9 0 19 Jan 2023
Dif-Fusion: Towards High Color Fidelity in Infrared and Visible Image Fusion with Diffusion Models Jun Yue Leyuan Fang Shaobo Xia Yue Deng Jiayi Ma DiffM 97 108 0 19 Jan 2023
OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation Tong Wu Jiarui Zhang Xiao Fu Yuxin Wang Jiawei Ren ... Lei Yang Jiaqi Wang Chao Qian Dahua Lin Ziwei Liu 123 223 0 18 Jan 2023
GLIGEN: Open-Set Grounded Text-to-Image Generation Yuheng Li Haotian Liu Qingyang Wu Fangzhou Mu Jianwei Yang Jianfeng Gao Chunyuan Li Yong Jae Lee VLM 148 603 1 17 Jan 2023
Msanii: High Fidelity Music Synthesis on a Shoestring Budget Kinyugo Maina 85 6 0 16 Jan 2023
Diffusion-based Generation, Optimization, and Planning in 3D Scenes Siyuan Huang Zan Wang Puhao Li Baoxiong Jia Tengyu Liu Yixin Zhu Wei Liang Song-Chun Zhu DiffM 128 218 0 15 Jan 2023
A survey and taxonomy of loss functions in machine learning Lorenzo Ciampiconi A. Elwood Marco Leonardi A. Mohamed A. Rozza MU FaML 57 29 0 13 Jan 2023
A Residual Diffusion Model for High Perceptual Quality Codec Augmentation Noor Fathima Ghouse Jens Petersen Auke Wiggers Tianlin Xu Guillaume Sautière DiffM 103 22 0 13 Jan 2023
Open-vocabulary Object Segmentation with Diffusion Models Ziyi Li Qinye Zhou Xiaoyun Zhang Ya Zhang Yanfeng Wang Weidi Xie VLM 145 65 0 12 Jan 2023
Thompson Sampling with Diffusion Generative Prior Yu-Guan Hsieh S. Kasiviswanathan Branislav Kveton Patrick Blobaum DiffM 60 7 0 12 Jan 2023
Leveraging Diffusion For Strong and High Quality Face Morphing Attacks Zander W. Blasingame Chen Liu DiffM 89 14 0 10 Jan 2023
Modiff: Action-Conditioned 3D Motion Generation with Denoising Diffusion Probabilistic Models Mengyi Zhao Mengyuan Liu Bin Ren Shuling Dai N. Sebe DiffM VGen 94 21 0 10 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 104 36 0 10 Jan 2023
DiffTalk: Crafting Diffusion Models for Generalized Audio-Driven Portraits Animation Shuai Shen Wenliang Zhao Zibin Meng Wanhua Li Zhengbiao Zhu Jie Zhou Jiwen Lu DiffM VGen 107 108 0 10 Jan 2023
Image Denoising: The Deep Learning Revolution and Beyond -- A Survey Paper -- Michael Elad Bahjat Kawar Gregory Vaksman 98 82 0 09 Jan 2023
Enabling AI-Generated Content (AIGC) Services in Wireless Edge Networks Hongyang Du Zonghang Li Dusit Niyato Jiawen Kang Zehui Xiong Xuemin X. Shen Dong In Kim 64 70 0 09 Jan 2023
Diffused Heads: Diffusion Models Beat GANs on Talking-Face Generation Michal Stypulkowski Konstantinos Vougioukas Sen He Maciej Ziȩba Stavros Petridis Maja Pantic DiffM 85 127 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 278 560 0 02 Jan 2023
Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Data Sets Dennis Eschweiler Rüveyda Yilmaz Matisse Baumann Ina Laube Rijo Roy Abin Jose Daniel Brückner Johannes Stegmaier DiffM MedIm 70 20 0 02 Jan 2023
Diffusion Probabilistic Models for Scene-Scale 3D Categorical Data Jumin Lee Woobin Im Sebin Lee Sung-eui Yoon DiffM 105 17 0 02 Jan 2023
Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification Shizhan Gong Cheng Chen Yuqi Gong Nga Yan Chan Wenao Ma C. Mak J. Abrigo Qi Dou DiffM MedIm 69 7 0 01 Jan 2023
Image Embedding for Denoising Generative Models Andrea Asperti David Evangelista Samuele Marro Fabio Merizzi DiffM 67 10 0 30 Dec 2022
Stroke-based Rendering: From Heuristics to Deep Learning Florian Nolte Andrew Melnik Helge J. Ritter GAN 80 6 0 30 Dec 2022
ResGrad: Residual Denoising Diffusion Probabilistic Models for Text to Speech Ze Chen Yihan Wu Yichong Leng Jiawei Chen Haohe Liu ... Ke Wang Lei He Sheng Zhao Jiang Bian Danilo Mandic DiffM 103 23 0 30 Dec 2022
Improving Visual Representation Learning through Perceptual Understanding Samyakh Tukra Frederick Hoffman Ken Chatfield 86 5 0 30 Dec 2022
Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models Mischa Dombrowski Hadrien Reynaud Matthew Baugh Bernhard Kainz DiffM 89 3 0 29 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 215 1 0 29 Dec 2022
Exploring Vision Transformers as Diffusion Learners He Cao Jianan Wang Tianhe Ren Xianbiao Qi Yihao Chen Yuan Yao Lefei Zhang 83 10 0 28 Dec 2022
Exploring Transformer Backbones for Image Diffusion Models Princy Chahal 42 3 0 27 Dec 2022
DiffFace: Diffusion-based Face Swapping with Facial Guidance Kihong Kim Yunho Kim Seokju Cho Junyoung Seo Jisu Nam Kychul Lee Seung Wook Kim Kwanghee Lee DiffM 99 59 0 27 Dec 2022
Unsupervised Representation Learning from Pre-trained Diffusion Probabilistic Models Zijian Zhang Zhou Zhao Zhijie Lin DiffM 141 56 0 26 Dec 2022
Your diffusion model secretly knows the dimension of the data manifold Jan Stanczuk Georgios Batzolis Teo Deveney Carola-Bibiane Schönlieb DiffM 94 29 0 23 Dec 2022
Scalable Adaptive Computation for Iterative Generation Allan Jabri David Fleet Ting-Li Chen DiffM 78 117 0 22 Dec 2022
StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation Jean-Marie Lemercier Julius Richter Simon Welker Timo Gerkmann DiffM 257 92 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 38 0 0 21 Dec 2022
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 161 2,439 0 19 Dec 2022
Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 232 327 0 19 Dec 2022
Interactive Cartoonization with Controllable Perceptual Factors Namhyuk Ahn Patrick Kwon Jihye Back Kibeom Hong Seungkwon Kim DiffM 72 7 0 19 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 134 193 0 19 Dec 2022