Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 4,845 papers shown

Title
Speech Enhancement and Dereverberation with Diffusion-based Generative Models Julius Richter Simon Welker Jean-Marie Lemercier Bunlong Lay Timo Gerkmann DiffM 11 178 0 11 Aug 2022
Language-Guided Face Animation by Recurrent StyleGAN-based Generator Tiankai Hang Huan Yang Bei Liu Jianlong Fu Xin Geng B. Guo VGen 21 13 0 11 Aug 2022
High-Frequency Space Diffusion Models for Accelerated MRI Chentao Cao Zhuoxu Cui Yue Wang Shaonan Liu Taijin Chen Hairong Zheng Dong Liang Yanjie Zhu DiffM MedIm 30 50 0 10 Aug 2022
Convergence of denoising diffusion models under the manifold hypothesis Valentin De Bortoli DiffM 22 157 0 10 Aug 2022
Wavelet Score-Based Generative Modeling Florentin Guth Simon Coste Valentin De Bortoli S. Mallat DiffM 24 51 0 09 Aug 2022
Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning Ting-Li Chen Ruixiang Zhang Geoffrey E. Hinton DiffM 27 209 0 08 Aug 2022
I Learn to Diffuse, or Data Alchemy 101: a Mnemonic Manifesto V. Schetinger V. Filipov Ignacio Pérez-Messina Ethan Smith Rodrigo Oliveira de Oliveira VGen DiffM 11 2 0 08 Aug 2022
Customs Import Declaration Datasets Chae-Seong Jeong Sundong Kim Jaewoo Park Yeonsoo Choi 21 3 0 04 Aug 2022
Pyramidal Denoising Diffusion Probabilistic Models Dohoon Ryu Jong Chul Ye 18 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 14 17 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 64 1,689 0 02 Aug 2022
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion Rinon Gal Yuval Alaluf Y. Atzmon Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or 34 1,777 0 02 Aug 2022
Exploring the GLIDE model for Human Action-effect Prediction Fangjun Li David C. Hogg Anthony G. Cohn 28 0 0 01 Aug 2022
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models Ozan Özdenizci R. Legenstein DiffM 28 240 0 29 Jul 2022
Leveraging GAN Priors for Few-Shot Part Segmentation M. Han Heliang Zheng Chaoyue Wang Yong Luo Han Hu Bo Du 34 6 0 27 Jul 2022
Text-Guided Synthesis of Artistic Images with Retrieval-Augmented Diffusion Models Robin Rombach A. Blattmann Bjorn Ommer DiffM 14 70 0 26 Jul 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 22 3,640 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 19 62 0 25 Jul 2022
Do Perceptually Aligned Gradients Imply Adversarial Robustness? Roy Ganz Bahjat Kawar Michael Elad AAML 12 8 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 25 295 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 10 72 0 20 Jul 2022
Non-Uniform Diffusion Models Georgios Batzolis Jan Stanczuk Carola-Bibiane Schönlieb Christian Etmann DiffM 6 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 29 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 30 275 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 31 55 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 21 45 0 16 Jul 2022
Audio-guided Album Cover Art Generation with Genetic Algorithms James Marien Sam Leroux Bart Dhoedt Cedric De Boom 17 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 28 189 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 44 193 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 24 184 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 18 3 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 41 11 0 11 Jul 2022
Improving Diffusion Model Efficiency Through Patching Troy Luhman Eric Luhman DiffM 9 18 0 09 Jul 2022
Generative Adversarial Networks and Other Generative Models Markus T. Wenzel GAN 11 10 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 11 50 0 07 Jul 2022
Accelerating Score-based Generative Models with Preconditioned Diffusion Sampling He Ma Li Zhang Xiatian Zhu Jianfeng Feng DiffM 81 25 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 21 23 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 214 175 0 30 Jun 2022
Can Push-forward Generative Models Fit Multimodal Distributions? Antoine Salmona Valentin De Bortoli J. Delon A. Desolneux DiffM 19 36 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 16 4 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 9 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 19 22 0 23 Jun 2022
The ArtBench Dataset: Benchmarking Generative Models with Artworks Peiyuan Liao Xiuyu Li Xihui Liu Kurt Keutzer 17 47 0 22 Jun 2022
A Fast Text-Driven Approach for Generating Artistic Content M. Lupascu Ryan Murdock Ionut Mironica Yijun Li 18 1 0 22 Jun 2022
Guided Diffusion Model for Adversarial Purification from Random Noise Quanlin Wu Hang Ye Yuntian Gu DiffM 16 41 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 88 1,061 0 22 Jun 2022
(Certified!!) Adversarial Robustness for Free! Nicholas Carlini Florian Tramèr Krishnamurthy Dvijotham Leslie Rice Mingjie Sun J. Zico Kolter DiffM 33 145 0 21 Jun 2022
Generative Modelling With Inverse Heat Dissipation Severi Rissanen Markus Heinonen Arno Solin DiffM 11 108 0 21 Jun 2022
StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis Minguk Kang Joonghyuk Shin Jaesik Park EGVM 6 66 0 19 Jun 2022
Score-Guided Intermediate Layer Optimization: Fast Langevin Mixing for Inverse Problems Giannis Daras Y. Dagan A. Dimakis C. Daskalakis BDL 26 15 0 18 Jun 2022