v1v2v3v4 (latest)

Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 5,133 papers shown

Title
Pyramidal Denoising Diffusion Probabilistic Models Dohoon Ryu Jong Chul Ye 109 25 0 03 Aug 2022
DALLE-URBAN: Capturing the urban design expertise of large text to image transformers Sachith Seneviratne Damith A. Senanayake Sanka Rasnayaka Rajith Vidanaarachchi Jason Thompson ViT 107 22 0 03 Aug 2022
Prompt-to-Prompt Image Editing with Cross Attention Control Amir Hertz Ron Mokady J. Tenenbaum Kfir Aberman Yael Pritch Daniel Cohen-Or DiffM 247 1,796 0 02 Aug 2022
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion Rinon Gal Yuval Alaluf Yuval Atzmon Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or 176 1,903 0 02 Aug 2022
Exploring the GLIDE model for Human Action-effect Prediction Fangjun Li David C. Hogg Anthony G. Cohn 50 0 0 01 Aug 2022
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models Ozan Özdenizci Robert Legenstein DiffM 119 270 0 29 Jul 2022
Leveraging GAN Priors for Few-Shot Part Segmentation M. Han Heliang Zheng Chaoyue Wang Yong Luo Han Hu Bo Du 84 6 0 27 Jul 2022
Text-Guided Synthesis of Artistic Images with Retrieval-Augmented Diffusion Models Robin Rombach A. Blattmann Bjorn Ommer DiffM 83 71 0 26 Jul 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 204 3,982 0 26 Jul 2022
What is Healthy? Generative Counterfactual Diffusion for Lesion Localization Pedro Sanchez Antanas Kascenas Xiao Liu Alison Q. OÑeil Sotirios A. Tsaftaris MedIm DiffM 101 68 0 25 Jul 2022
Do Perceptually Aligned Gradients Imply Adversarial Robustness? Roy Ganz Bahjat Kawar Michael Elad AAML 45 10 0 22 Jul 2022
Diffsound: Discrete Diffusion Model for Text-to-sound Generation Dongchao Yang Jianwei Yu Helin Wang Wen Wang Chao Weng Yuexian Zou Dong Yu DiffM 111 306 0 20 Jul 2022
NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis Chenfei Wu Jian Liang Xiaowei Hu Zhe Gan Jianfeng Wang Lijuan Wang Zicheng Liu Yuejian Fang Nan Duan VGen 89 74 0 20 Jul 2022
Non-Uniform Diffusion Models Georgios Batzolis Jan Stanczuk Carola-Bibiane Schönlieb Christian Etmann DiffM 79 15 0 20 Jul 2022
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 97 28 0 19 Jul 2022
Unsupervised Medical Image Translation with Adversarial Diffusion Models Muzaffer Özbey Onat Dalmaz S. Dar H. Bedel cSaban Ozturk Alper Gungor Tolga cCukur DiffM MedIm 106 290 0 17 Jul 2022
DiffuStereo: High Quality Human Reconstruction via Diffusion-based Stereo Using Sparse Cameras Ruizhi Shao Zerong Zheng Hongwen Zhang Jingxiang Sun Yebin Liu 95 56 0 16 Jul 2022
Progressive Deblurring of Diffusion Models for Coarse-to-Fine Image Synthesis Sangyun Lee Hyungjin Chung Jaehyeon Kim Jong Chul Ye DiffM 85 46 0 16 Jul 2022
Audio-guided Album Cover Art Generation with Genetic Algorithms James Marien Sam Leroux Bart Dhoedt Cedric De Boom 50 1 0 14 Jul 2022
EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential Equations Min Zhao Fan Bao Chongxuan Li Jun Zhu DiffM 138 197 0 14 Jul 2022
ProDiff: Progressive Fast Diffusion Model For High-Quality Text-to-Speech Rongjie Huang Zhou Zhao Huadai Liu Jinglin Liu Chenye Cui Yi Ren DiffM 115 201 0 13 Jul 2022
Adaptive Diffusion Priors for Accelerated MRI Reconstruction Alper Gungor S. Dar cSaban Ozturk Yilmaz Korkmaz Gokberk Elmas Muzaffer Özbey Tolga cCukur DiffM MedIm 85 195 0 12 Jul 2022
Conditional Energy-Based Models for Implicit Policies: The Gap between Theory and Practice Duy-Nguyen Ta Eric A. Cousineau Huihua Zhao Siyuan Feng 51 4 0 12 Jul 2022
LaT: Latent Translation with Cycle-Consistency for Video-Text Retrieval Jinbin Bai Chunhui Liu Feiyue Ni Haofan Wang Mengying Hu Xiaofeng Guo Lele Cheng 102 11 0 11 Jul 2022
Improving Diffusion Model Efficiency Through Patching Troy Luhman Eric Luhman DiffM 108 18 0 09 Jul 2022
Generative Adversarial Networks and Other Generative Models Markus T. Wenzel GAN 101 12 0 08 Jul 2022
Back to the Source: Diffusion-Driven Test-Time Adaptation Jin Gao Jialing Zhang Xihui Liu Trevor Darrell Evan Shelhamer Dequan Wang TTA 123 55 0 07 Jul 2022
Accelerating Score-based Generative Models with Preconditioned Diffusion Sampling He Ma Li Zhang Xiatian Zhu Jianfeng Feng DiffM 131 27 0 05 Jul 2022
FakeNews: GAN-based generation of realistic 3D volumetric data -- A systematic review and taxonomy André Ferreira Jianning Li Kelsey L. Pomykala Jens Kleesiek Victor Alves Jan Egger MedIm 68 24 0 04 Jul 2022
Semantic Image Synthesis via Diffusion Models Weilun Wang Weilun Wang Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 368 178 0 30 Jun 2022
Can Push-forward Generative Models Fit Multimodal Distributions? Antoine Salmona Valentin De Bortoli J. Delon A. Desolneux DiffM 90 39 0 29 Jun 2022
DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection W. G. C. Bandara Nithin Gopalakrishnan Nair Vishal M. Patel DiffM 69 7 0 23 Jun 2022
LED: Latent Variable-based Estimation of Density Omri Ben-Dov Pravir Singh Gupta Victoria Fernandez-Abrevaya Michael J. Black Partha Ghosh GAN DRL 50 0 0 23 Jun 2022
Entropy-driven Sampling and Training Scheme for Conditional Diffusion Generation Sheng-liang Li Guangcong Zheng Haibo Wang Taiping Yao Yang Chen Shoudong Ding Xi Li DiffM 69 22 0 23 Jun 2022
The ArtBench Dataset: Benchmarking Generative Models with Artworks Peiyuan Liao Xiuyu Li Xihui Liu Kurt Keutzer 76 49 0 22 Jun 2022
A Fast Text-Driven Approach for Generating Artistic Content M. Lupascu Ryan Murdock Ionut Mironica Yijun Li 34 1 0 22 Jun 2022
Guided Diffusion Model for Adversarial Purification from Random Noise Quanlin Wu Hang Ye Yuntian Gu DiffM 68 44 0 22 Jun 2022
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation Jiahui Yu Yuanzhong Xu Jing Yu Koh Thang Luong Gunjan Baid ... Zarana Parekh Xin Li Han Zhang Jason Baldridge Yonghui Wu EGVM 223 1,134 0 22 Jun 2022
(Certified!!) Adversarial Robustness for Free! Nicholas Carlini Florian Tramèr Krishnamurthy Dvijotham Leslie Rice Mingjie Sun J. Zico Kolter DiffM 117 154 0 21 Jun 2022
Generative Modelling With Inverse Heat Dissipation Severi Rissanen Markus Heinonen Arno Solin DiffM 141 120 0 21 Jun 2022
StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis Minguk Kang Joonghyuk Shin Jaesik Park EGVM 66 70 0 19 Jun 2022
Score-Guided Intermediate Layer Optimization: Fast Langevin Mixing for Inverse Problems Giannis Daras Y. Dagan A. Dimakis C. Daskalakis BDL 107 15 0 18 Jun 2022
Diffusion models as plug-and-play priors Alexandros Graikos Nikolay Malkin Nebojsa Jojic Dimitris Samaras DiffM 146 224 0 17 Jun 2022
Lossy Compression with Gaussian Diffusion Lucas Theis Tim Salimans Matthew D. Hoffman Fabian Mentzer DiffM 112 82 0 17 Jun 2022
A Flexible Diffusion Model Weitao Du Tao Yang Heidi Zhang Yuanqi Du DiffM 75 12 0 17 Jun 2022
Texture Generation Using A Graph Generative Adversarial Network And Differentiable Rendering K. Dharma Clayton T. Morrison Bradley L. Walls GAN 27 3 0 17 Jun 2022
Maximum Likelihood Training for Score-Based Diffusion ODEs by High-Order Denoising Score Matching Cheng Lu Kaiwen Zheng Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 109 86 0 16 Jun 2022
Discrete Contrastive Diffusion for Cross-Modal Music and Image Generation Ye Zhu Yuehua Wu Kyle Olszewski Jian Ren Sergey Tulyakov Yan Yan DiffM 107 49 0 15 Jun 2022
Diffusion Models for Video Prediction and Infilling Tobias Höppe Arash Mehrjou Stefan Bauer Didrik Nielsen Andrea Dittadi DiffM VGen 101 137 0 15 Jun 2022
Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models Fan Bao Chongxuan Li Jiacheng Sun Jun Zhu Bo Zhang DiffM 93 78 0 15 Jun 2022