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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
Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models Zhendong Wang Yi Ding Huangjie Zheng Peihao Wang Pengcheng He Zhangyang Wang Weizhu Chen Mingyuan Zhou 94 108 0 25 Apr 2023
GlyphDiffusion: Text Generation as Image Generation Junyi Li Wayne Xin Zhao J. Nie Ji-Rong Wen DiffM 71 2 0 25 Apr 2023
Variational Diffusion Auto-encoder: Latent Space Extraction from Pre-trained Diffusion Models Georgios Batzolis Jan Stanczuk Carola-Bibiane Schönlieb DiffM 51 1 0 24 Apr 2023
Improving Synthetically Generated Image Detection in Cross-Concept Settings P. Dogoulis Giorgos Kordopatis-Zilos I. Kompatsiaris Symeon Papadopoulos DiffM 193 19 0 24 Apr 2023
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation Zeyu Lu Chengyue Wu Xinyuan Chen Yaohui Wang Junlin Wu Yu Qiao Xihui Liu DiffM 105 17 0 24 Apr 2023
Score-Based Diffusion Models as Principled Priors for Inverse Imaging Berthy Feng Jamie Smith Michael Rubinstein Huiwen Chang Katherine Bouman William T. Freeman DiffM 176 98 0 23 Apr 2023
DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model Yuanshao Zhu Yongchao Ye Shiyao Zhang Xiangyu Zhao James Jianqiao Yu 110 46 0 23 Apr 2023
Fast Diffusion Probabilistic Model Sampling through the lens of Backward Error Analysis Yansong Gao Zhihong Pan Xiaoxia Zhou Le Kang Pratik Chaudhari DiffM 58 6 0 22 Apr 2023
On Accelerating Diffusion-Based Sampling Process via Improved Integration Approximation Guoqiang Zhang Niwa Kenta W. Kleijn DiffM 85 8 0 22 Apr 2023
Lookahead Diffusion Probabilistic Models for Refining Mean Estimation Guoqiang Zhang Niwa Kenta W. Kleijn DiffM 43 10 0 22 Apr 2023
Plug-and-Play split Gibbs sampler: embedding deep generative priors in Bayesian inference Florentin Coeurdoux N. Dobigeon P. Chainais 73 19 0 21 Apr 2023
BoDiffusion: Diffusing Sparse Observations for Full-Body Human Motion Synthesis Angela Castillo María Escobar Guillaume Jeanneret Albert Pumarola Pablo Arbelaez Ali K. Thabet A. Sanakoyeu DiffM VGen 71 30 0 21 Apr 2023
Improved Diffusion-based Image Colorization via Piggybacked Models Hanyuan Liu Jinbo Xing M. Xie Chengze Li T. Wong VLM DiffM 60 19 0 21 Apr 2023
Auditing and Generating Synthetic Data with Controllable Trust Trade-offs Brian M. Belgodere Pierre Dognin Adam Ivankay Igor Melnyk Youssef Mroueh ... Mattia Rigotti Jerret Ross Yair Schiff Radhika Vedpathak Richard A. Young 141 12 0 21 Apr 2023
GMValuator: Similarity-based Data Valuation for Generative Models Jiaxi Yang Wenglong Deng Benlin Liu Yangsibo Huang James Zou Xiaoxiao Li 148 0 0 21 Apr 2023
Collaborative Diffusion for Multi-Modal Face Generation and Editing Ziqi Huang Kelvin C. K. Chan Yuming Jiang Ziwei Liu DiffM 89 114 0 20 Apr 2023
DPAF: Image Synthesis via Differentially Private Aggregation in Forward Phase Chih-Hsun Lin Chia-Yi Hsu Chia-Mu Yu Yang Cao Chun-ying Huang 75 1 0 20 Apr 2023
Adaptive Consensus Optimization Method for GANs Sachin Kumar Danisetty Santhosh Reddy Mylaram Pawan Kumar ODL 46 3 0 20 Apr 2023
NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models Seung Wook Kim Bradley Brown K. Yin Karsten Kreis Katja Schwarz Daiqing Li Robin Rombach Antonio Torralba Sanja Fidler VGen 112 62 0 19 Apr 2023
Any-to-Any Style Transfer: Making Picasso and Da Vinci Collaborate Songhua Liu Jingwen Ye Xinchao Wang DiffM 91 18 0 19 Apr 2023
Text-guided Image-and-Shape Editing and Generation: A Short Survey Cheng-Kang Ted Chao Y. Gingold 129 3 0 18 Apr 2023
Look ATME: The Discriminator Mean Entropy Needs Attention Edgardo Solano-Carrillo Ángel Bueno Rodríguez Borja Carrillo-Perez Yannik Steiniger Jannis Stoppe DiffM 70 4 0 18 Apr 2023
UPGPT: Universal Diffusion Model for Person Image Generation, Editing and Pose Transfer Soon Yau Cheong A. Mustafa Andrew Gilbert DiffM 106 13 0 18 Apr 2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models A. Blattmann Robin Rombach Huan Ling Tim Dockhorn Seung Wook Kim Sanja Fidler Karsten Kreis 3DGS VGen 246 1,106 0 18 Apr 2023
Avatars Grow Legs: Generating Smooth Human Motion from Sparse Tracking Inputs with Diffusion Model Yuming Du Robin Kips Albert Pumarola Sebastian Starke Ali K. Thabet A. Sanakoyeu VGen DiffM 94 100 0 17 Apr 2023
Synthetic Data from Diffusion Models Improves ImageNet Classification Shekoofeh Azizi Simon Kornblith Chitwan Saharia Mohammad Norouzi David J. Fleet VLM DiffM 125 316 0 17 Apr 2023
MasaCtrl: Tuning-Free Mutual Self-Attention Control for Consistent Image Synthesis and Editing Ming Cao Xintao Wang Zhongang Qi Ying Shan Xiaohu Qie Yinqiang Zheng DiffM 109 471 0 17 Apr 2023
Unsupervised Image Denoising with Score Function Yutong Xie Mingze Yuan Bin Dong Quanzheng Li DiffM 24 7 0 17 Apr 2023
NF-ULA: Langevin Monte Carlo with Normalizing Flow Prior for Imaging Inverse Problems Ziruo Cai Junqi Tang Subhadip Mukherjee Jinglai Li Carola Bibiane Schönlieb Xiaoqun Zhang AI4CE 67 4 0 17 Apr 2023
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models Ziwei Luo Fredrik K. Gustafsson Zhengli Zhao Jens Sjölund Thomas B. Schon 86 112 0 17 Apr 2023
Arbitrary Reduction of MRI Inter-slice Spacing Using Hierarchical Feature Conditional Diffusion Xin Wang Zhenrong Shen Zhiyun Song Sheng Wang Mengjun Liu Lichi Zhang Kai Xuan Qian Wang MedIm 40 4 0 16 Apr 2023
Identity Encoder for Personalized Diffusion Yu-Chuan Su Kelvin C. K. Chan Yandong Li Yang Zhao Han-Ying Zhang Boqing Gong Haoran Wang Xuhui Jia DiffM 90 8 0 14 Apr 2023
Text-Conditional Contextualized Avatars For Zero-Shot Personalization S. Azadi Thomas Hayes Akbar Shah Guan Pang Devi Parikh Sonal Gupta DiffM 68 4 0 14 Apr 2023
A Comparative Study on Generative Models for High Resolution Solar Observation Imaging Mehdi Cherti Alexander Czernik Stefan Kesselheim F. Effenberger J. Jitsev DiffM 35 0 0 14 Apr 2023
Towards Controllable Diffusion Models via Reward-Guided Exploration Heng Zhang Tingyang Xu 69 4 0 14 Apr 2023
Memory Efficient Diffusion Probabilistic Models via Patch-based Generation Shinei Arakawa Hideki Tsunashima Daichi Horita Keitaro Tanaka Shigeo Morishima DiffM 55 3 0 14 Apr 2023
AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics Shan Jia Mingzhen Huang Zhou Zhou Yan Ju Jialing Cai Siwei Lyu DiffM 102 32 0 14 Apr 2023
Soundini: Sound-Guided Diffusion for Natural Video Editing Seung Hyun Lee Si-Yeol Kim Innfarn Yoo Feng Yang Donghyeon Cho Youngseo Kim Huiwen Chang Jinkyu Kim Sangpil Kim VGen DiffM 85 16 0 13 Apr 2023
RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment Hanze Dong Wei Xiong Deepanshu Goyal Yihan Zhang Winnie Chow Boyao Wang Shizhe Diao Jipeng Zhang Kashun Shum Tong Zhang ALM 153 470 0 13 Apr 2023
Expressive Text-to-Image Generation with Rich Text Songwei Ge Taesung Park Jun-Yan Zhu Jia-Bin Huang DiffM 164 82 0 13 Apr 2023
DiffusionRig: Learning Personalized Priors for Facial Appearance Editing Zheng Ding X. Zhang Zhihao Xia Lars Jebe Zhuowen Tu Xiuming Zhang DiffM 72 67 0 13 Apr 2023
Control3Diff: Learning Controllable 3D Diffusion Models from Single-view Images Jiatao Gu Qingzhe Gao Shuangfei Zhai Baoquan Chen Lingjie Liu J. Susskind 109 29 0 13 Apr 2023
DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning Enze Xie Lewei Yao Han Shi Zhili Liu Daquan Zhou Zhaoqiang Liu Jiawei Li Zhenguo Li 74 81 0 13 Apr 2023
Intriguing properties of synthetic images: from generative adversarial networks to diffusion models Riccardo Corvi D. Cozzolino Giovanni Poggi Koki Nagano L. Verdoliva DiffM 122 95 0 13 Apr 2023
An Edit Friendly DDPM Noise Space: Inversion and Manipulations Inbar Huberman-Spiegelglas Vladimir Kulikov T. Michaeli DiffM 130 153 0 12 Apr 2023
PATMAT: Person Aware Tuning of Mask-Aware Transformer for Face Inpainting Saman Motamed Jianjin Xu Chenhuan Wu Fernando de la Torre DiffM 59 3 0 12 Apr 2023
Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA James Smith Yen-Chang Hsu Lingyu Zhang Ting Hua Z. Kira Yilin Shen Hongxia Jin DiffM 224 105 0 12 Apr 2023
DreamPose: Fashion Image-to-Video Synthesis via Stable Diffusion J. Karras Aleksander Holynski Ting-Chun Wang Ira Kemelmacher-Shlizerman DiffM VGen 93 149 0 12 Apr 2023
Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric Views Siwei Zhang Qianli Ma Yan Zhang S. Aliakbarian Darren Cosker Siyu Tang EgoV 109 26 0 12 Apr 2023
ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation Jiazheng Xu Xiao Liu Yuchen Wu Yuxuan Tong Qinkai Li Ming Ding Jie Tang Yuxiao Dong 162 413 0 12 Apr 2023