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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
DiffDis: Empowering Generative Diffusion Model with Cross-Modal Discrimination Capability Runhu Huang Jianhua Han Guansong Lu Xiaodan Liang Yihan Zeng Wei Zhang Hang Xu DiffM 69 2 0 18 Aug 2023
DiffLLE: Diffusion-guided Domain Calibration for Unsupervised Low-light Image Enhancement Shuzhou Yang Xuanyu Zhang Yinhuai Wang Jiwen Yu Yuhan Wang Jian Zhang DiffM 74 6 0 18 Aug 2023
Language-Guided Diffusion Model for Visual Grounding Sijia Chen Baochun Li 150 5 0 18 Aug 2023
Watch Your Steps: Local Image and Scene Editing by Text Instructions Ashkan Mirzaei Tristan Aumentado-Armstrong Marcus A. Brubaker J. Kelly Alex Levinshtein Konstantinos G. Derpanis Igor Gilitschenski DiffM 72 36 0 17 Aug 2023
A Survey on Deep Multi-modal Learning for Body Language Recognition and Generation Li Liu Lufei Gao Wen-Ling Lei Fengji Ma Xiaotian Lin Jin-Tao Wang CVBM 84 5 0 17 Aug 2023
Fast Inference and Update of Probabilistic Density Estimation on Trajectory Prediction Takahiro Maeda Norimichi Ukita 97 30 0 17 Aug 2023
Diff-CAPTCHA: An Image-based CAPTCHA with Security Enhanced by Denoising Diffusion Model Ran Jiang Sanfeng Zhang L. Liu Yanbin Peng DiffM 40 2 0 16 Aug 2023
Learning to Generate Semantic Layouts for Higher Text-Image Correspondence in Text-to-Image Synthesis Minho Park Jooyeol Yun Seunghwan Choi Jaegul Choo DiffM 77 11 0 16 Aug 2023
CoDeF: Content Deformation Fields for Temporally Consistent Video Processing Ouyang Hao Qiuyu Wang Yuxi Xiao Qingyan Bai Juntao Zhang Kecheng Zheng Xiaowei Zhou Qifeng Chen Yujun Shen DiffM VGen 128 85 0 15 Aug 2023
SciRE-Solver: Accelerating Diffusion Models Sampling by Score-integrand Solver with Recursive Difference Shigui Li Wei Chen Delu Zeng DiffM 89 3 0 15 Aug 2023
StyleDiffusion: Controllable Disentangled Style Transfer via Diffusion Models Zhizhong Wang Lei Zhao Wei Xing DiffM 107 137 0 15 Aug 2023
DiffV2S: Diffusion-based Video-to-Speech Synthesis with Vision-guided Speaker Embedding J. Choi Joanna Hong Y. Ro DiffM 81 22 0 15 Aug 2023
DiffGuard: Semantic Mismatch-Guided Out-of-Distribution Detection using Pre-trained Diffusion Models Ruiyuan Gao Chenchen Zhao Lanqing Hong Q. Xu 97 18 0 15 Aug 2023
Inversion-by-Inversion: Exemplar-based Sketch-to-Photo Synthesis via Stochastic Differential Equations without Training Ximing Xing Chuan Wang Haitao Zhou Zhihao Hu Chongxuan Li Dong Xu Qian Yu DiffM 68 2 0 15 Aug 2023
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation Charles OÑeill Y. Ting 丁 I. Ciucă Jack Miller Thang Bui SyDa 126 1 0 15 Aug 2023
SGDiff: A Style Guided Diffusion Model for Fashion Synthesis Zheng Sun Yanghong Zhou Honghong He P. Y. Mok DiffM 89 30 0 15 Aug 2023
Story Visualization by Online Text Augmentation with Context Memory Daechul Ahn Daneul Kim Gwangmo Song Seung Wook Kim Honglak Lee Dongyeop Kang Jonghyun Choi DiffM 67 5 0 15 Aug 2023
UniBrain: Unify Image Reconstruction and Captioning All in One Diffusion Model from Human Brain Activity Weijian Mai Zhijun Zhang DiffM 81 35 0 14 Aug 2023
Jurassic World Remake: Bringing Ancient Fossils Back to Life via Zero-Shot Long Image-to-Image Translation Alexander Martin Haitian Zheng Jie An Jiebo Luo VLM DiffM 81 0 0 14 Aug 2023
DiffSED: Sound Event Detection with Denoising Diffusion Swapnil Bhosale Sauradip Nag Diptesh Kanojia Jiankang Deng Xiatian Zhu DiffM 91 8 0 14 Aug 2023
Bayesian Flow Networks Alex Graves R. Srivastava Timothy James Atkinson Faustino J. Gomez BDL 139 45 0 14 Aug 2023
Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks David Junhao Zhang Mutian Xu Chuhui Xue Wenqing Zhang Xiaoguang Han Song Bai Mike Zheng Shou DiffM 133 6 0 13 Aug 2023
Precipitation nowcasting with generative diffusion models Andrea Asperti Fabio Merizzi Alberto Paparella G. Pedrazzi M. Angelinelli Stefano Colamonaco DiffM 83 20 0 13 Aug 2023
CLE Diffusion: Controllable Light Enhancement Diffusion Model Yuyang Yin Dejia Xu Chuangchuang Tan P. Liu Yao-Min Zhao Yunchao Wei DiffM 101 45 0 13 Aug 2023
IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models Hu Ye Jun Zhang Siyi Liu Xiao Han Wei Yang DiffM 139 811 0 13 Aug 2023
LAW-Diffusion: Complex Scene Generation by Diffusion with Layouts Binbin Yang Yinzheng Luo Ziliang Chen Guangrun Wang Xiaodan Liang Liang Lin DiffM 100 15 0 13 Aug 2023
ModelScope Text-to-Video Technical Report Jiuniu Wang Hangjie Yuan Dayou Chen Yingya Zhang Xiang Wang Shiwei Zhang VGen DiffM 126 431 0 12 Aug 2023
White-box Membership Inference Attacks against Diffusion Models Yan Pang Tianhao Wang Xu Kang Mengdi Huai Yang Zhang AAML DiffM 86 24 0 11 Aug 2023
Taming the Power of Diffusion Models for High-Quality Virtual Try-On with Appearance Flow Junhong Gou Siyu Sun Jianfu Zhang Jianlou Si Chao Qian Liqing Zhang DiffM 139 98 0 11 Aug 2023
Diffusion-based Visual Counterfactual Explanations -- Towards Systematic Quantitative Evaluation Philipp Vaeth Alexander M. Fruehwald Benjamin Paassen Magda Gregorova DiffM 52 4 0 11 Aug 2023
Masked-Attention Diffusion Guidance for Spatially Controlling Text-to-Image Generation Yuki Endo 79 8 0 11 Aug 2023
Audio is all in one: speech-driven gesture synthetics using WavLM pre-trained model Fan Zhang Naye Ji Fuxing Gao Siyuan Zhao Zhaohan Wang Shunman Li 59 0 0 11 Aug 2023
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining Haohe Liu Yiitan Yuan Xubo Liu Xinhao Mei Qiuqiang Kong Qiao Tian Yuping Wang Wenwu Wang Yuxuan Wang Mark D. Plumbley DiffM 136 247 0 10 Aug 2023
PDE-Refiner: Achieving Accurate Long Rollouts with Neural PDE Solvers Phillip Lippe Bastiaan S. Veeling P. Perdikaris Richard Turner Johannes Brandstetter DiffM AI4CE 136 96 0 10 Aug 2023
Masked Diffusion as Self-supervised Representation Learner Zixuan Pan Jianxu Chen Yi Shi MedIm DiffM 77 10 0 10 Aug 2023
PromptPaint: Steering Text-to-Image Generation Through Paint Medium-like Interactions John Joon Young Chung Eytan Adar DiffM 74 66 0 09 Aug 2023
LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation Leigang Qu Shengqiong Wu Hao Fei Liqiang Nie Tat-Seng Chua LM&Ro DiffM MLLM 143 100 0 09 Aug 2023
On Error Propagation of Diffusion Models Yangming Li M. Schaar DiffM 117 15 0 09 Aug 2023
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models Fadi Boutros J. H. Grebe Arjan Kuijper Naser Damer 65 64 0 09 Aug 2023
DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images Xuechao Zou Keqin Li Junliang Xing Yu-an Zhang Shiying Wang Lei Jin Pin Tao DiffM 92 35 0 08 Aug 2023
Cloth2Tex: A Customized Cloth Texture Generation Pipeline for 3D Virtual Try-On Daiheng Gao Xu Chen Xindi Zhang Qi Wang Ke Sun Bang Zhang Liefeng Bo Qi-Xing Huang DiffM 76 5 0 08 Aug 2023
3D Scene Diffusion Guidance using Scene Graphs Mohammad Naanaa Katharina Schmid Y. Nie DiffM 63 0 0 08 Aug 2023
Synthetic Augmentation with Large-scale Unconditional Pre-training Jiarong Ye Haomiao Ni Peng Jin Sharon X. Huang Yuan Xue MedIm 61 22 0 08 Aug 2023
Target Speech Extraction with Conditional Diffusion Model Naoyuki Kamo Marc Delcroix Tomohiro Nakatan DiffM 67 22 0 08 Aug 2023
PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning Florian Bordes Shashank Shekhar Mark Ibrahim Diane Bouchacourt Pascal Vincent Ari S. Morcos 106 28 0 08 Aug 2023
Nearly $d$ -Linear Convergence Bounds for Diffusion Models via Stochastic Localization Joe Benton Valentin De Bortoli Arnaud Doucet George Deligiannidis DiffM 113 117 0 07 Aug 2023
DiffSynth: Latent In-Iteration Deflickering for Realistic Video Synthesis Zhongjie Duan Lizhou You Chengyu Wang Cen Chen Ziheng Wu Weining Qian Jun Huang DiffM 89 8 0 07 Aug 2023
Energy-Guided Diffusion Model for CBCT-to-CT Synthesis Linjie Fu Xia Li Xiuding Cai Dongkai Miao Yu Yao Yali Shen DiffM MedIm 64 5 0 07 Aug 2023
Generative Approach for Probabilistic Human Mesh Recovery using Diffusion Models Hanbyel Cho Junmo Kim 3DH 107 9 0 05 Aug 2023
DiffDance: Cascaded Human Motion Diffusion Model for Dance Generation Qiaosong Qi Le Zhuo Aixi Zhang Yue Liao Fei Fang Si Liu Shuicheng Yan 81 29 0 05 Aug 2023