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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
GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from Images Jun Gao Tianchang Shen Zian Wang Wenzheng Chen K. Yin Daiqing Li Or Litany Zan Gojcic Sanja Fidler 127 455 0 22 Sep 2022
MIDMs: Matching Interleaved Diffusion Models for Exemplar-based Image Translation Junyoung Seo Gyuseong Lee Seokju Cho Jiyoung Lee Seung Wook Kim DiffM 128 28 0 22 Sep 2022
Implementing and Experimenting with Diffusion Models for Text-to-Image Generation Robin Zbinden 42 3 0 22 Sep 2022
Mandarin Singing Voice Synthesis with Denoising Diffusion Probabilistic Wasserstein GAN Yin-Ping Cho Yu Tsao Hsin-Min Wang Yi-Wen Liu DiffM 80 9 0 21 Sep 2022
Metal Inpainting in CBCT Projections Using Score-based Generative Model Siyuan Mei F. Fan Andreas Maier DiffM MedIm 253 7 0 20 Sep 2022
MoVQ: Modulating Quantized Vectors for High-Fidelity Image Generation Chuanxia Zheng L. Vuong Jianfei Cai Dinh Q. Phung MQ 147 80 0 19 Sep 2022
Neural Wavelet-domain Diffusion for 3D Shape Generation Ka-Hei Hui Ruihui Li Jingyu Hu Chi-Wing Fu DiffM 124 128 0 19 Sep 2022
Non-Imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey Xiaodan Xing Huanjun Wu Lichao Wang Iain Stenson M. Yong Javier Del Ser Simon Walsh Guang Yang 56 10 0 17 Sep 2022
Denoising Diffusion Error Correction Codes Yoni Choukroun Lior Wolf DiffM 100 28 0 16 Sep 2022
Brain Imaging Generation with Latent Diffusion Models W. H. Pinaya Petru-Daniel Tudosiu J. Dafflon P. F. D. Costa Virginia Fernandez P. Nachev Sebastien Ourselin M. Jorge Cardoso DiffM MedIm 154 305 0 15 Sep 2022
Generative Visual Prompt: Unifying Distributional Control of Pre-Trained Generative Models Chen Henry Wu Saman Motamed Shaunak Srivastava Fernando de la Torre VLM DiffM 72 35 0 14 Sep 2022
Law Informs Code: A Legal Informatics Approach to Aligning Artificial Intelligence with Humans John J. Nay ELM AILaw 190 29 0 14 Sep 2022
PET image denoising based on denoising diffusion probabilistic models Kuang Gong Keith A. Johnson Xiaofeng Liu Quanzheng Li T. Pan DiffM MedIm 111 81 0 13 Sep 2022
Blurring Diffusion Models Emiel Hoogeboom Tim Salimans DiffM 102 82 0 12 Sep 2022
Soft Diffusion: Score Matching for General Corruptions Giannis Daras M. Delbracio Hossein Talebi A. Dimakis P. Milanfar DiffM 147 111 0 12 Sep 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 363 1,255 0 10 Sep 2022
Improved Masked Image Generation with Token-Critic José Lezama Huiwen Chang Lu Jiang Irfan Essa DiffM 248 48 0 09 Sep 2022
Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow Xingchao Liu Chengyue Gong Qiang Liu OOD 265 1,056 0 07 Sep 2022
A Survey on Generative Diffusion Model Hanqun Cao Cheng Tan Zhangyang Gao Yilun Xu Guangyong Chen Pheng-Ann Heng Stan Z. Li MedIm 272 239 0 06 Sep 2022
Unifying Generative Models with GFlowNets and Beyond Dinghuai Zhang Ricky T. Q. Chen Nikolay Malkin Yoshua Bengio BDL AI4CE 117 26 0 06 Sep 2022
Instrument Separation of Symbolic Music by Explicitly Guided Diffusion Model Sangjun Han H. Ihm DaeHan Ahn Woohyung Lim DiffM 62 2 0 05 Sep 2022
First Hitting Diffusion Models for Generating Manifold, Graph and Categorical Data Mao Ye Lemeng Wu Qiang Liu DiffM 100 19 0 02 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Tengjiao Wang Ming-Hsuan Yang DiffM MedIm 485 1,420 0 02 Sep 2022
FLAME: Free-form Language-based Motion Synthesis & Editing Jihoon Kim Jiseob Kim Sungjoon Choi VGen 125 213 0 01 Sep 2022
MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model Mingyuan Zhang Zhongang Cai Liang Pan Fangzhou Hong Xinying Guo Lei Yang Ziwei Liu DiffM VGen 182 584 0 31 Aug 2022
Let us Build Bridges: Understanding and Extending Diffusion Generative Models Xingchao Liu Lemeng Wu Mao Ye Qiang Liu DiffM 89 85 0 31 Aug 2022
A Diffusion Model Predicts 3D Shapes from 2D Microscopy Images Dominik Jens Elias Waibel Ernst Rooell Bastian Rieck Raja Giryes Carsten Marr DiffM MedIm 93 41 0 30 Aug 2022
Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis Wanshu Fan Yen-Chun Chen Dongdong Chen Yu Cheng Lu Yuan Yu-Chiang Frank Wang DiffM 92 97 0 29 Aug 2022
Adaptively-Realistic Image Generation from Stroke and Sketch with Diffusion Model Shin-I Cheng Yu-Jie Chen Wei-Chen Chiu Hung-Yu Tseng Hsin-Ying Lee DiffM 86 60 0 26 Aug 2022
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation Nataniel Ruiz Yuanzhen Li Varun Jampani Yael Pritch Michael Rubinstein Kfir Aberman 304 2,904 0 25 Aug 2022
Understanding Diffusion Models: A Unified Perspective Calvin Luo DiffM 102 347 0 25 Aug 2022
AT-DDPM: Restoring Faces degraded by Atmospheric Turbulence using Denoising Diffusion Probabilistic Models Nithin Gopalakrishnan Nair Kangfu Mei Vishal M. Patel DiffM 63 45 0 24 Aug 2022
GANs and Closures: Micro-Macro Consistency in Multiscale Modeling Ellis R. Crabtree J. M. Bello-Rivas Andrew L. Ferguson Ioannis G. Kevrekidis AI4CE 49 4 0 23 Aug 2022
PointDP: Diffusion-driven Purification against Adversarial Attacks on 3D Point Cloud Recognition Jiachen Sun Weili Nie Zhiding Yu Z. Morley Mao Chaowei Xiao DiffM 67 25 0 21 Aug 2022
Diffusion Models Beat GANs on Topology Optimization Franccois Mazé Faez Ahmed DiffM AI4CE 84 68 0 20 Aug 2022
Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models Juan Miguel Lopez Alcaraz Nils Strodthoff DiffM 115 177 0 19 Aug 2022
Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise Arpit Bansal Eitan Borgnia Hong-Min Chu Jie S. Li Hamid Kazemi Furong Huang Micah Goldblum Jonas Geiping Tom Goldstein VLM DiffM 82 286 0 19 Aug 2022
Demystifying Randomly Initialized Networks for Evaluating Generative Models Junghyuk Lee Jun-Hyuk Kim Jong-Seok Lee EGVM 61 0 0 19 Aug 2022
Pathway to Future Symbiotic Creativity Yi-Ting Guo Qi-fei Liu Jie Chen Wei Xue Jie Fu ... Fernando Rosas Jeffrey Shaw Xing Wu Jiji Zhang Jianliang Xu 66 0 0 18 Aug 2022
Enhancing Diffusion-Based Image Synthesis with Robust Classifier Guidance Bahjat Kawar Roy Ganz Michael Elad DiffM 91 39 0 18 Aug 2022
Generating Synthetic Clinical Data that Capture Class Imbalanced Distributions with Generative Adversarial Networks: Example using Antiretroviral Therapy for HIV N. Kuo Federico Garcia Anders Sönnerborg Maurizio Zazzi Michael Böhm Rolf Kaiser Mark Polizzotto Louisa R Jorm S. Barbieri GAN 78 28 0 18 Aug 2022
Your ViT is Secretly a Hybrid Discriminative-Generative Diffusion Model Xiulong Yang Sheng-Min Shih Yinlin Fu Xiaoting Zhao Shihao Ji DiffM 93 56 0 16 Aug 2022
Applying Regularized Schrödinger-Bridge-Based Stochastic Process in Generative Modeling Ki-Ung Song DiffM 54 8 0 15 Aug 2022
Speech Enhancement and Dereverberation with Diffusion-based Generative Models Julius Richter Simon Welker Jean-Marie Lemercier Bunlong Lay Timo Gerkmann DiffM 93 208 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 102 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 114 53 0 10 Aug 2022
Convergence of denoising diffusion models under the manifold hypothesis Valentin De Bortoli DiffM 100 171 0 10 Aug 2022
Wavelet Score-Based Generative Modeling Florentin Guth Simon Coste Valentin De Bortoli S. Mallat DiffM 108 55 0 09 Aug 2022
Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning Ting-Li Chen Ruixiang Zhang Geoffrey E. Hinton DiffM 132 313 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 21 2 0 08 Aug 2022