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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
Interactive Face Video Coding: A Generative Compression Framework Bo Chen Zhao Wang Binzhe Li Shurun Wang Shiqi Wang Yan Ye VGen 71 19 0 20 Feb 2023
Composer: Creative and Controllable Image Synthesis with Composable Conditions Lianghua Huang Di Chen Yu Liu Yujun Shen Deli Zhao Jingren Zhou DiffM 110 292 0 20 Feb 2023
Infinite-Dimensional Diffusion Models Jakiw Pidstrigach Youssef Marzouk Sebastian Reich Sven Wang 136 13 0 20 Feb 2023
MorphGANFormer: Transformer-based Face Morphing and De-Morphing Naifeng Zhang Xudong Liu Xuzhao Li Guo-Jun Qi CVBM 51 5 0 18 Feb 2023
Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent Giannis Daras Y. Dagan A. Dimakis C. Daskalakis DiffM 130 49 0 17 Feb 2023
MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation Clément Vignac Nagham Osman Laura Toni P. Frossard DiffM 110 63 0 17 Feb 2023
Transformer-based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey S. Dubey Satish Kumar Singh ViT 97 37 0 17 Feb 2023
Boundary Guided Learning-Free Semantic Control with Diffusion Models Ye Zhu Yuehua Wu Zhiwei Deng Olga Russakovsky Yan Yan DiffM 113 23 0 16 Feb 2023
LayoutDiffuse: Adapting Foundational Diffusion Models for Layout-to-Image Generation Jiaxin Cheng Xiao Liang Xingjian Shi Tong He Tianjun Xiao Mu Li DiffM 82 69 0 16 Feb 2023
DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization Zhiqing Sun Yiming Yang DiffM 103 133 0 16 Feb 2023
MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation Omer Bar-Tal Lior Yariv Y. Lipman Tali Dekel 91 395 1 16 Feb 2023
TcGAN: Semantic-Aware and Structure-Preserved GANs with Individual Vision Transformer for Fast Arbitrary One-Shot Image Generation Yunliang Jiang Li Yan Xiongtao Zhang Yong-Jin Liu Da-Song Sun ViT 102 5 0 16 Feb 2023
PRedItOR: Text Guided Image Editing with Diffusion Prior Hareesh Ravi Sachin Kelkar Midhun Harikumar Ajinkya Kale DiffM 107 12 0 15 Feb 2023
Denoising Diffusion Probabilistic Models for Robust Image Super-Resolution in the Wild Hshmat Sahak Daniel Watson Chitwan Saharia David Fleet DiffM 79 53 0 15 Feb 2023
Data Forensics in Diffusion Models: A Systematic Analysis of Membership Privacy Derui Zhu Dingfan Chen Jens Grossklags Mario Fritz DiffM 86 14 0 15 Feb 2023
Video Probabilistic Diffusion Models in Projected Latent Space Sihyun Yu Kihyuk Sohn Subin Kim Jinwoo Shin VGen DiffM 103 172 0 15 Feb 2023
Where to Diffuse, How to Diffuse, and How to Get Back: Automated Learning for Multivariate Diffusions Raghav Singhal Mark Goldstein Rajesh Ranganath DiffM 71 22 0 14 Feb 2023
From paintbrush to pixel: A review of deep neural networks in AI-generated art Anne-Sofie Maerten Derya Soydaner 80 25 0 14 Feb 2023
Universal Guidance for Diffusion Models Arpit Bansal Hong-Min Chu Avi Schwarzschild Soumyadip Sengupta Micah Goldblum Jonas Geiping Tom Goldstein VLM 109 277 0 14 Feb 2023
Text-Guided Scene Sketch-to-Photo Synthesis AprilPyone Maungmaung Makoto Shing Kentaro Mitsui Kei Sawada Fumio Okura DiffM 58 0 0 14 Feb 2023
DiffFashion: Reference-based Fashion Design with Structure-aware Transfer by Diffusion Models Shidong Cao Wenhao Chai Shengyu Hao Yanting Zhang Hangyue Chen Gaoang Wang DiffM 90 41 0 14 Feb 2023
Multi-modal Machine Learning in Engineering Design: A Review and Future Directions Binyang Song Ruilin Zhou Faez Ahmed AI4CE 144 46 0 14 Feb 2023
Robust Unsupervised StyleGAN Image Restoration Yohan Poirier-Ginter Jean-François Lalonde 109 18 0 13 Feb 2023
Symbolic Discovery of Optimization Algorithms Xiangning Chen Chen Liang Da Huang Esteban Real Kaiyuan Wang ... Xuanyi Dong Thang Luong Cho-Jui Hsieh Yifeng Lu Quoc V. Le 178 381 0 13 Feb 2023
3D-aware Blending with Generative NeRFs Hyunsung Kim Gayoung Lee Yunjey Choi Jin-Hwa Kim Jun-Yan Zhu 99 12 0 13 Feb 2023
Diffusion Models in Bioinformatics: A New Wave of Deep Learning Revolution in Action Zhiye Guo Jian Liu Yanli Wang Mengrui Chen Duolin Wang Dong Xu Jianlin Cheng MedIm AI4CE DiffM 150 23 0 13 Feb 2023
Preconditioned Score-based Generative Models He Ma Xiatian Zhu Xiatian Zhu Jianfeng Feng DiffM 140 6 0 13 Feb 2023
Single Motion Diffusion Sigal Raab Inbal Leibovitch Guy Tevet Moab Arar Amit H. Bermano Daniel Cohen-Or DiffM VGen 137 60 0 12 Feb 2023
I $^2$ SB: Image-to-Image Schrödinger Bridge Guan-Horng Liu Arash Vahdat De-An Huang Evangelos A. Theodorou Weili Nie Anima Anandkumar DiffM 116 154 0 12 Feb 2023
3D Colored Shape Reconstruction from a Single RGB Image through Diffusion Bo Li Xiaolin K. Wei F. Chen Bin Liu DiffM 56 1 0 11 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 288 4,192 1 10 Feb 2023
MaskSketch: Unpaired Structure-guided Masked Image Generation D. Bashkirova José Lezama Kihyuk Sohn Kate Saenko Irfan Essa DiffM 60 25 0 10 Feb 2023
DNArch: Learning Convolutional Neural Architectures by Backpropagation David W. Romero Neil Zeghidour AI4CE 59 4 0 10 Feb 2023
A function space perspective on stochastic shape evolution E. Baker T. Besnier Stefan Sommer 38 0 0 10 Feb 2023
Star-Shaped Denoising Diffusion Probabilistic Models Andrey Okhotin Dmitry Molchanov V. Arkhipkin Grigory Bartosh Viktor Ohanesian Aibek Alanov Dmitry Vetrov DiffM 109 14 0 10 Feb 2023
Analyzing Multimodal Objectives Through the Lens of Generative Diffusion Guidance Chaerin Kong Nojun Kwak DiffM 67 2 0 10 Feb 2023
UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models Wenliang Zhao Lujia Bai Yongming Rao Jie Zhou Jiwen Lu DiffM 149 226 0 09 Feb 2023
Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics Anton Voronov Mikhail Khoroshikh Artem Babenko Max Ryabinin 71 6 0 09 Feb 2023
Better Diffusion Models Further Improve Adversarial Training Zekai Wang Tianyu Pang Chao Du Min Lin Weiwei Liu Shuicheng Yan DiffM 106 228 0 09 Feb 2023
A Text-guided Protein Design Framework Shengchao Liu Yanjing Li Zhuoxinran Li A. Gitter Yutao Zhu ... Arvind Ramanathan Chaowei Xiao Jian Tang Hongyu Guo Anima Anandkumar 132 70 0 09 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 64 132 0 09 Feb 2023
ERNIE-Music: Text-to-Waveform Music Generation with Diffusion Models Peng Fei Zhu Chao Pang Yekun Chai Lei Li Shuohuan Wang Yu Sun Hao Tian Hua Wu DiffM 56 20 0 09 Feb 2023
Geometry of Score Based Generative Models S. Ghimire Jinyang Liu Armand Comas Massague Davin Hill A. Masoomi Mario Sznaier Jennifer Dy DiffM 79 9 0 09 Feb 2023
MedDiff: Generating Electronic Health Records using Accelerated Denoising Diffusion Model Huan He Shifan Zhao Yuanzhe Xi Joyce C. Ho MedIm DiffM 65 26 0 08 Feb 2023
Q-Diffusion: Quantizing Diffusion Models Xiuyu Li Yijia Liu Long Lian Hua Yang Zhen Dong Daniel Kang Shanghang Zhang Kurt Keutzer DiffM MQ 164 177 0 08 Feb 2023
Information-Theoretic Diffusion Xianghao Kong Rob Brekelmans Greg Ver Steeg DiffM 59 16 0 07 Feb 2023
GraphGUIDE: interpretable and controllable conditional graph generation with discrete Bernoulli diffusion Alex Tseng N. Diamant Tommaso Biancalani Gabriele Scalia DiffM 60 6 0 07 Feb 2023
HumanMAC: Masked Motion Completion for Human Motion Prediction Ling-Hao Chen Jiawei Zhang Ye-rong Li Yiren Pang Xiaobo Xia Tongliang Liu DiffM VGen 111 62 0 07 Feb 2023
Graph Generation with Diffusion Mixture Jaehyeong Jo Dongki Kim Sung Ju Hwang DiffM 106 23 0 07 Feb 2023
Membership Inference Attacks against Diffusion Models Tomoya Matsumoto Takayuki Miura Naoto Yanai DiffM 87 60 0 07 Feb 2023