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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
LD-ZNet: A Latent Diffusion Approach for Text-Based Image Segmentation K. Pnvr Bharat Singh P. Ghosh Behjat Siddiquie David Jacobs DiffM 86 29 0 22 Mar 2023
Distribution Aligned Diffusion and Prototype-guided network for Unsupervised Domain Adaptive Segmentation Haipeng Zhou Lei Zhu Yuyin Zhou DiffM MedIm 64 2 0 22 Mar 2023
Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models N. Kuo Louisa R Jorm S. Barbieri DiffM 75 13 0 22 Mar 2023
The Prompt Artists Minsuk Chang Stefania Druga Alexander J. Fiannaca P. Vergani Chinmay Kulkarni Carrie J. Cai Michael Terry 59 66 0 22 Mar 2023
SALAD: Part-Level Latent Diffusion for 3D Shape Generation and Manipulation Juil Koo Seungwoo Yoo Minh Hoai Nguyen Minhyuk Sung DiffM 75 45 0 21 Mar 2023
Compositional 3D Scene Generation using Locally Conditioned Diffusion Ryan Po Gordon Wetzstein DiffM 107 89 0 21 Mar 2023
Black-box Backdoor Defense via Zero-shot Image Purification Yucheng Shi Mengnan Du Xuansheng Wu Zihan Guan Jin Sun Ninghao Liu 92 30 0 21 Mar 2023
Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement Akshay Paruchuri Xin Liu Yulu Pan Shwetak N. Patel Daniel J. McDuff Soumyadip Sengupta 79 5 0 21 Mar 2023
Text2Room: Extracting Textured 3D Meshes from 2D Text-to-Image Models Lukas Höllein Ang Cao Andrew Owens Justin Johnson Matthias Nießner DiffM 130 182 0 21 Mar 2023
CompoDiff: Versatile Composed Image Retrieval With Latent Diffusion Geonmo Gu Sanghyuk Chun Wonjae Kim HeeJae Jun Yoohoon Kang Sangdoo Yun DiffM 138 59 0 21 Mar 2023
Universal Smoothed Score Functions for Generative Modeling Saeed Saremi R. Srivastava Francis R. Bach DiffM 61 5 0 21 Mar 2023
NASDM: Nuclei-Aware Semantic Histopathology Image Generation Using Diffusion Models A. Shrivastava P. T. Fletcher DiffM MedIm 70 22 0 20 Mar 2023
Polynomial Implicit Neural Representations For Large Diverse Datasets Rajhans Singh Ankita Shukla Pavan Turaga AI4CE 84 24 0 20 Mar 2023
Text2Tex: Text-driven Texture Synthesis via Diffusion Models Dave Zhenyu Chen Yawar Siddiqui Hsin-Ying Lee Sergey Tulyakov Matthias Nießner DiffM 125 201 0 20 Mar 2023
Zero-1-to-3: Zero-shot One Image to 3D Object Ruoshi Liu Rundi Wu Basile Van Hoorick P. Tokmakov Sergey Zakharov Carl Vondrick DiffM 153 1,113 0 20 Mar 2023
Localizing Object-level Shape Variations with Text-to-Image Diffusion Models Or Patashnik Daniel Garibi Idan Azuri Hadar Averbuch-Elor Daniel Cohen-Or DiffM 95 120 0 20 Mar 2023
Cascaded Latent Diffusion Models for High-Resolution Chest X-ray Synthesis Tobias Weber Michael Ingrisch Bernd Bischl David Rügamer DiffM MedIm 75 28 0 20 Mar 2023
Inverse problem regularization with hierarchical variational autoencoders Jean Prost Antoine Houdard Andrés Almansa Nicolas Papadakis 108 6 0 20 Mar 2023
AnimeDiffusion: Anime Face Line Drawing Colorization via Diffusion Models Yu Cao Xiangqiao Meng P. Y. Mok Xueting Liu Tong-Yee Lee Ping Li DiffM 64 14 0 20 Mar 2023
Positional Diffusion: Ordering Unordered Sets with Diffusion Probabilistic Models Francesco Giuliari Gianluca Scarpellini Stuart James Yiming Wang Alessio Del Bue DiffM 59 5 0 20 Mar 2023
Pluralistic Aging Diffusion Autoencoder Peipei Li Rui Wang Huaibo Huang Ran He Zhaofeng He DiffM 56 15 0 20 Mar 2023
Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models René Haas Inbar Huberman-Spiegelglas Rotem Mulayoff Stella Graßhof Sami S. Brandt T. Michaeli DiffM 88 43 0 20 Mar 2023
Leapfrog Diffusion Model for Stochastic Trajectory Prediction Wei Mao Chenxin Xu Qi Zhu Siheng Chen Yanfeng Wang 97 124 0 20 Mar 2023
Object-Centric Slot Diffusion Jindong Jiang Fei Deng Gautam Singh S. Ahn DiffM BDL OCL 135 61 0 20 Mar 2023
Deep Image Fingerprint: Towards Low Budget Synthetic Image Detection and Model Lineage Analysis Sergey Sinitsa Ohad Fried 52 17 0 19 Mar 2023
DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification Yijun Yang Huazhu Fu Angelica I. Aviles-Rivero Carola-Bibiane Schönlieb Lei Zhu MedIm 153 51 0 19 Mar 2023
3DQD: Generalized Deep 3D Shape Prior via Part-Discretized Diffusion Process Yuhan Li Yishun Dou Xuanhong Chen Bingbing Ni Yilin Sun Yutian Liu Fuzhen Wang DiffM 68 31 0 18 Mar 2023
Data-Centric Learning from Unlabeled Graphs with Diffusion Model Gang Liu Eric Inae Tong Zhao Jiaxin Xu Te Luo Meng Jiang DiffM 75 26 0 17 Mar 2023
DialogPaint: A Dialog-based Image Editing Model Jingxuan Wei Shiyu Wu Xin Jiang Yequan Wang KELM DiffM 82 5 0 17 Mar 2023
Adversarial Counterfactual Visual Explanations Guillaume Jeanneret Loïc Simon F. Jurie DiffM 102 29 0 17 Mar 2023
DiffusionRet: Generative Text-Video Retrieval with Diffusion Model Peng Jin Hao Li Ze-Long Cheng Kehan Li Xiang Ji Chang-rui Liu Li-ming Yuan Jie Chen DiffM VGen 93 58 0 17 Mar 2023
FreeDoM: Training-Free Energy-Guided Conditional Diffusion Model Jiwen Yu Yinhuai Wang Chen Zhao Guohao Li Jian Zhang DiffM 81 190 0 17 Mar 2023
DiffusionSeg: Adapting Diffusion Towards Unsupervised Object Discovery Chaofan Ma Yu-Hao Yang Chen Ju Feifan Zhang Jinxian Liu Yu Wang Ya Zhang Yanfeng Wang DiffM 96 38 0 17 Mar 2023
Denoising Diffusion Autoencoders are Unified Self-supervised Learners Weilai Xiang Hongyu Yang Di Huang Yunhong Wang DiffM 125 78 0 17 Mar 2023
Diffusing the Optimal Topology: A Generative Optimization Approach Giorgio Giannone Faez Ahmed DiffM AI4CE 41 11 0 17 Mar 2023
Diffusion-based Target Sampler for Unsupervised Domain Adaptation Yulong Zhang Shuhao Chen Yu Zhang Jiangang Lu DiffM 85 0 0 17 Mar 2023
Denoising Diffusion Post-Processing for Low-Light Image Enhancement Savvas Panagiotou Anna Sergeevna Bosman DiffM 91 19 0 16 Mar 2023
HIVE: Harnessing Human Feedback for Instructional Visual Editing Shu Zhen Zhang Xinyi Yang Yihao Feng Can Qin Chia-Chih Chen ... Haiquan Wang Silvio Savarese Stefano Ermon Caiming Xiong Ran Xu 93 116 0 16 Mar 2023
Efficient Diffusion Training via Min-SNR Weighting Strategy Tiankai Hang Shuyang Gu Chen Li Jianmin Bao Dong Chen Han Hu Xin Geng B. Guo 108 163 0 16 Mar 2023
Diffusion-HPC: Synthetic Data Generation for Human Mesh Recovery in Challenging Domains Zhenzhen Weng Laura Bravo Sánchez Serena Yeung-Levy DiffM 44 0 0 16 Mar 2023
FateZero: Fusing Attentions for Zero-shot Text-based Video Editing Chenyang Qi Xiaodong Cun Yong Zhang Chenyang Lei Xintao Wang Ying Shan Qifeng Chen VGen 119 356 0 16 Mar 2023
LDMVFI: Video Frame Interpolation with Latent Diffusion Models Duolikun Danier Fan Zhang David Bull DiffM VGen 88 59 0 16 Mar 2023
DiffIR: Efficient Diffusion Model for Image Restoration Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Luc Van Gool DiffM 124 229 0 16 Mar 2023
DINAR: Diffusion Inpainting of Neural Textures for One-Shot Human Avatars D. Svitov Dmitrii Gudkov Renat Bashirov Victor Lempitsky DiffM 102 27 0 16 Mar 2023
Unified Multi-Modal Latent Diffusion for Joint Subject and Text Conditional Image Generation Yi Ma Huan Yang Wenjing Wang Jianlong Fu Jiaying Liu 56 65 0 16 Mar 2023
DIRE for Diffusion-Generated Image Detection Zhendong Wang Jianmin Bao Wen-gang Zhou Weilun Wang Hezhen Hu Hong Chen Houqiang Li 97 220 0 16 Mar 2023
Taming Diffusion Models for Audio-Driven Co-Speech Gesture Generation Lingting Zhu Xian Liu Xuanyu Liu Rui Qian Ziwei Liu Lequan Yu 85 120 0 16 Mar 2023
Automatic Geo-alignment of Artwork in Children's Story Books Jakub J Dylag V. Suarez James Wald Aneesha Amodini Uvara DiffM 65 0 0 16 Mar 2023
Robust Evaluation of Diffusion-Based Adversarial Purification M. Lee Dongwoo Kim 136 64 0 16 Mar 2023
Generalized Score Matching Jiazhen Xu J. Scealy A. Wood Tao Zou 45 0 0 15 Mar 2023