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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
iEdit: Localised Text-guided Image Editing with Weak Supervision Rumeysa Bodur Erhan Gundogdu Binod Bhattarai Tae-Kyun Kim M. Donoser Loris Bazzani DiffM 72 15 0 10 May 2023
Text-guided High-definition Consistency Texture Model Zhibin Tang Tiantong He DiffM 37 6 0 10 May 2023
Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive Review Guangliang Cheng Yun-Min Huang Xiangtai Li Shuchang Lyu Zhaoyang Xu Qi Zhao Shiming Xiang 85 82 0 09 May 2023
Comprehensive Dataset of Synthetic and Manipulated Overhead Imagery for Development and Evaluation of Forensic Tools Brandon B. May K. Trapeznikov Shengbang Fang Matthew C. Stamm DiffM 62 5 0 09 May 2023
ReGeneration Learning of Diffusion Models with Rich Prompts for Zero-Shot Image Translation Yupei Lin Senyang Zhang Xiaojun Yang Tianlin Li Yukai Shi DiffM 49 7 0 08 May 2023
Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias Zhiyuan Zhang Deli Chen Hao Zhou Fandong Meng Jie Zhou Xu Sun 73 5 0 08 May 2023
Locally Attentional SDF Diffusion for Controllable 3D Shape Generation Xin-Yang Zheng Hao Pan Peng-Shuai Wang Xin Tong Yang Liu H. Shum 120 132 0 08 May 2023
Prompt Tuning Inversion for Text-Driven Image Editing Using Diffusion Models Wenkai Dong Song Xue Xiaoyue Duan Shumin Han DiffM 97 62 0 08 May 2023
A Variational Perspective on Solving Inverse Problems with Diffusion Models Morteza Mardani Jiaming Song Jan Kautz Arash Vahdat DiffM 102 146 0 07 May 2023
Text-to-Image Diffusion Models can be Easily Backdoored through Multimodal Data Poisoning Shengfang Zhai Yinpeng Dong Qingni Shen Shih-Chieh Pu Yuejian Fang Hang Su 73 77 0 07 May 2023
Efficient and Degree-Guided Graph Generation via Discrete Diffusion Modeling Xiaohui Chen Jiaxing He Xuhong Han Liping Liu DiffM 114 56 0 06 May 2023
Exploring One-shot Semi-supervised Federated Learning with A Pre-trained Diffusion Model Min Yang Shangchao Su Bin Li Xiangyang Xue DiffM 129 31 0 06 May 2023
Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive Text Generation Kun Zhou Yifan Li Wayne Xin Zhao Ji-Rong Wen DiffM 88 19 0 06 May 2023
Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs Kaiwen Zheng Cheng Lu Jianfei Chen Jun Zhu DiffM 129 34 0 06 May 2023
Synthesizing PET images from High-field and Ultra-high-field MR images Using Joint Diffusion Attention Model Taofeng Xie Chentao Cao Zhuoxu Cui Yu Guo Caiying Wu ... Dong Liang Qiyu Jin Hongwu Zeng Guoqing Chen Haifeng Wang DiffM MedIm 83 11 0 06 May 2023
Iterative $α$ -(de)Blending: a Minimalist Deterministic Diffusion Model Eric Heitz Laurent Belcour T. Chambon DiffM 82 41 0 05 May 2023
Generative Steganography Diffusion Ping Wei Qing Zhou Zichi Wang Zhenxing Qian Xinpeng Zhang Sheng Li DiffM 131 10 0 05 May 2023
Guided Image Synthesis via Initial Image Editing in Diffusion Model Jiafeng Mao Xueting Wang Kiyoharu Aizawa DiffM 91 55 0 05 May 2023
High-Fidelity 3D Face Generation from Natural Language Descriptions Menghua Wu Hao Zhu Linjiang Huang Yi Zhuang Yuanxun Lu Xun Cao 3DH CVBM 84 32 0 05 May 2023
Multimodal Understanding Through Correlation Maximization and Minimization Yi Shi Marc Niethammer 55 0 0 04 May 2023
Multimodal-driven Talking Face Generation via a Unified Diffusion-based Generator Chao Xu Shaoting Zhu Junwei Zhu Alexander I. Rudnicky Jiangning Zhang Ying Tai Yong Liu DiffM 117 14 0 04 May 2023
LayoutDM: Transformer-based Diffusion Model for Layout Generation Shang Chai Liansheng Zhuang Feng Yan DiffM 86 56 0 04 May 2023
Catch Missing Details: Image Reconstruction with Frequency Augmented Variational Autoencoder Xinmiao Lin Yikang Li Jenhao Hsiao C. Ho Yu Kong 138 20 0 04 May 2023
Shap-E: Generating Conditional 3D Implicit Functions Heewoo Jun Alex Nichol DiffM 287 322 0 03 May 2023
Multimodal Data Augmentation for Image Captioning using Diffusion Models Changrong Xiao S. Xu Kunpeng Zhang DiffM 78 10 0 03 May 2023
Unpaired Downscaling of Fluid Flows with Diffusion Bridges Tobias Bischoff Katherine Deck 93 14 0 02 May 2023
ContactArt: Learning 3D Interaction Priors for Category-level Articulated Object and Hand Poses Estimation Zehao Zhu Jiashun Wang Yuzhe Qin Deqing Sun Varun Jampani Xiaolong Wang DiffM 114 15 0 02 May 2023
In-Context Learning Unlocked for Diffusion Models Zhendong Wang Yi Ding Yadong Lu Yelong Shen Pengcheng He Weizhu Chen Zhangyang Wang Mingyuan Zhou VLM DiffM 150 78 0 01 May 2023
Exactly Tight Information-Theoretic Generalization Error Bound for the Quadratic Gaussian Problem Ruida Zhou C. Tian Tie Liu 84 3 0 01 May 2023
Diffusion Models for Time Series Applications: A Survey Lequan Lin Zhengkun Li Ruikun Li Xuliang Li Junbin Gao MedIm DiffM 111 71 0 01 May 2023
Differentiable Neural Networks with RePU Activation: with Applications to Score Estimation and Isotonic Regression Guohao Shen Yuling Jiao Yuanyuan Lin Jian Huang 127 3 0 01 May 2023
Class-Balancing Diffusion Models Yiming Qin Huangjie Zheng Jiangchao Yao Mingyuan Zhou Ya Zhang DiffM 123 44 0 30 Apr 2023
Cycle-guided Denoising Diffusion Probability Model for 3D Cross-modality MRI Synthesis Shaoyan Pan Chih-Wei Chang Junbo Peng Jiahan Zhang Richard L. J. Qiu Tonghe Wang J. Roper Tian Liu H. Mao Xiaofeng Yang MedIm DiffM 76 21 0 28 Apr 2023
Multisample Flow Matching: Straightening Flows with Minibatch Couplings Aram-Alexandre Pooladian Heli Ben-Hamu Carles Domingo-Enrich Brandon Amos Y. Lipman Ricky T. Q. Chen 126 150 0 28 Apr 2023
Let the Chart Spark: Embedding Semantic Context into Chart with Text-to-Image Generative Model Shishi Xiao Suizi Huang Yue Lin Yilin Ye Weizhen Zeng 91 34 0 28 Apr 2023
SceneGenie: Scene Graph Guided Diffusion Models for Image Synthesis Azade Farshad Yousef Yeganeh Yucong Chi Cheng-nan Shen Bjorn Ommer Nassir Navab DiffM 116 30 0 28 Apr 2023
Generating images of rare concepts using pre-trained diffusion models Dvir Samuel Rami Ben-Ari Simon Raviv N. Darshan Gal Chechik 243 45 0 27 Apr 2023
Learning a Diffusion Prior for NeRFs Guandao Yang Abhijit Kundu Leonidas Guibas Jonathan T. Barron Ben Poole DiffM 70 7 0 27 Apr 2023
Putting People in Their Place: Affordance-Aware Human Insertion into Scenes Sumith Kulal Tim Brooks A. Aiken Jiajun Wu Jimei Yang Jingwan Lu Alexei A. Efros Krishna Kumar Singh DiffM 118 44 0 27 Apr 2023
Edit Everything: A Text-Guided Generative System for Images Editing Defeng Xie Ruichen Wang Jiancang Ma Chen Chen H. Lu Ke Wang Fobo Shi Xiaodong Lin DiffM 166 32 0 27 Apr 2023
TR0N: Translator Networks for 0-Shot Plug-and-Play Conditional Generation Zhaoyan Liu Noël Vouitsis S. Gorti Jimmy Ba Gabriel Loaiza-Ganem ViT 73 1 0 26 Apr 2023
Controllable Image Generation via Collage Representations Arantxa Casanova Marlene Careil Adriana Romero Soriano Christopher Pal Jakob Verbeek M. Drozdzal DiffM 76 6 0 26 Apr 2023
Training-Free Location-Aware Text-to-Image Synthesis Jiafeng Mao Xueting Wang 78 11 0 26 Apr 2023
DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models Shitong Shao Xiaohan Yuan Zhenming Huang Ziming Qiu Shuai Wang Kevin Zhou MedIm DiffM 62 8 0 26 Apr 2023
Score-based Generative Modeling Through Backward Stochastic Differential Equations: Inversion and Generation Zihao Wang DiffM 74 4 0 26 Apr 2023
Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images Zeyu Lu Di Huang Lei Bai Jingjing Qu Chengzhi Wu Xihui Liu Wanli Ouyang 92 58 0 25 Apr 2023
Latent diffusion models for generative precipitation nowcasting with accurate uncertainty quantification J. Leinonen U. Hamann D. Nerini U. Germann Gabriele Franch DiffM 89 56 0 25 Apr 2023
Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning Cheng Lu Huayu Chen Jianfei Chen Hang Su Chongxuan Li Jun Zhu DiffM OffRL 143 75 0 25 Apr 2023
Patch-based 3D Natural Scene Generation from a Single Example Weiyu Li Xuelin Chen Jue Wang Baoquan Chen 3DV 73 12 0 25 Apr 2023
Exploring Compositional Visual Generation with Latent Classifier Guidance Changhao Shi Haomiao Ni Kaican Li Shaobo Han Mingfu Liang Martin Renqiang Min DiffM 74 9 0 25 Apr 2023