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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
Generating Behaviorally Diverse Policies with Latent Diffusion Models Shashank Hegde Sumeet Batra K.R. Zentner Gaurav Sukhatme 99 14 0 30 May 2023
Perturbation-Assisted Sample Synthesis: A Novel Approach for Uncertainty Quantification Yifei Liu Rex Shen Xiaotong Shen DiffM 68 1 0 30 May 2023
BRICS: Bi-level feature Representation of Image CollectionS Dingdong Yang Yizhi Wang Ali Mahdavi-Amiri Hao Zhang DiffM 105 0 0 29 May 2023
Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models Yuchao Gu Xintao Wang Jay Zhangjie Wu Yujun Shi Yunpeng Chen ... Shuning Chang Wei Wu Yixiao Ge Ying Shan Mike Zheng Shou DiffM 146 177 0 29 May 2023
GlyphControl: Glyph Conditional Control for Visual Text Generation Yukang Yang Dongnan Gui Yuhui Yuan Weicong Liang Haisong Ding Hang-Rui Hu Kai Chen DiffM 90 85 0 29 May 2023
Image Captioning with Multi-Context Synthetic Data Feipeng Ma Y. Zhou Fengyun Rao Yueyi Zhang Xiaoyan Sun DiffM 71 8 0 29 May 2023
Multi-Modal Face Stylization with a Generative Prior Mengtian Li Yi Dong Minxuan Lin Haibin Huang Pengfei Wan Chongyang Ma CVBM 111 3 0 29 May 2023
Conditional Score Guidance for Text-Driven Image-to-Image Translation Hyunsoo Lee Minsoo Kang Bohyung Han DiffM 49 15 0 29 May 2023
Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation Giorgio Giannone Akash Srivastava Ole Winther Faez Ahmed DiffM AI4CE 99 36 0 29 May 2023
CamoDiffusion: Camouflaged Object Detection via Conditional Diffusion Models Zhongxi Chen Ke Sun Xianming Lin Rongrong Ji DiffM 104 31 0 29 May 2023
Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion Models Weijian Luo Tianyang Hu Shifeng Zhang Jiacheng Sun Zhenguo Li Zhihua Zhang 124 138 0 29 May 2023
Conditional Diffusion Models for Semantic 3D Brain MRI Synthesis Zolnamar Dorjsembe H. Pao Sodtavilan Odonchimed Furen Xiao DiffM MedIm 94 48 0 29 May 2023
Generating Driving Scenes with Diffusion Ethan Pronovost Kai Wang N. Roy DiffM 89 17 0 29 May 2023
Cognitively Inspired Cross-Modal Data Generation Using Diffusion Models Zizhao Hu Mohammad Rostami DiffM 21 1 0 28 May 2023
Conditional score-based diffusion models for Bayesian inference in infinite dimensions Lorenzo Baldassari Ali Siahkoohi Josselin Garnier K. Sølna Maarten V. de Hoop DiffM 110 23 0 28 May 2023
Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling Tianqi Chen Mingyuan Zhou DiffM 110 9 0 28 May 2023
A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining Shengchao Liu Weitao Du Zhiming Ma Hongyu Guo Jian Tang 107 33 0 28 May 2023
Towards Consistent Video Editing with Text-to-Image Diffusion Models Zicheng Zhang Bonan li Xuecheng Nie Congying Han Tiande Guo Luoqi Liu DiffM 64 29 0 27 May 2023
Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities Jingyuan Sun Mingxiao Li Zijiao Chen Yunhao Zhang Shaonan Wang Marie-Francine Moens DiffM 114 33 0 26 May 2023
Functional Flow Matching Gavin Kerrigan Giosue Migliorini Padhraic Smyth 98 18 0 26 May 2023
Flow Matching for Scalable Simulation-Based Inference Maximilian Dax J. Wildberger Simon Buchholz Stephen R. Green Jakob H. Macke Bernhard Schölkopf 89 60 0 26 May 2023
High-Fidelity Image Compression with Score-based Generative Models Emiel Hoogeboom E. Agustsson Fabian Mentzer Luca Versari G. Toderici Lucas Theis DiffM 96 44 0 26 May 2023
Accelerating Diffusion Models for Inverse Problems through Shortcut Sampling Gongye Liu Haoze Sun Jiayi Li Fei Yin Yujiu Yang 95 20 0 26 May 2023
DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models Sohyun An Hayeon Lee Jaehyeong Jo Seanie Lee Sung Ju Hwang DiffM 91 11 0 26 May 2023
CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image Steganography Jiwen Yu Xuanyu Zhang You-song Xu Jian Zhang DiffM 99 53 0 26 May 2023
Error Bounds for Flow Matching Methods Joe Benton George Deligiannidis Arnaud Doucet DiffM 109 38 0 26 May 2023
Improved Visual Story Generation with Adaptive Context Modeling Zhangyin Feng Yuchen Ren Xinmiao Yu Xiaocheng Feng Duyu Tang Shuming Shi Bing Qin DiffM 81 15 0 26 May 2023
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models Daiki Miyake Akihiro Iohara Yuriko Saito Toshiyuki Tanaka DiffM 103 120 0 26 May 2023
Diverse and Expressive Speech Prosody Prediction with Denoising Diffusion Probabilistic Model Xiang Li Songxiang Liu Max W. Y. Lam Zhiyong Wu Chao Weng Helen Meng DiffM 134 5 0 26 May 2023
Future-conditioned Unsupervised Pretraining for Decision Transformer Zhihui Xie Zichuan Lin Deheng Ye Qiang Fu Wei Yang Shuai Li OffRL OnRL 92 23 0 26 May 2023
Diffusion-Based Adversarial Sample Generation for Improved Stealthiness and Controllability Haotian Xue Alexandre Araujo Bin Hu Yongxin Chen DiffM 145 48 0 25 May 2023
Anomaly Detection in Satellite Videos using Diffusion Models Akash Awasthi S. Ly Jaer Nizam Samira Zare Videet Mehta Safwan Ahmed K. Shah R. Nemani S. Prasad Hien Nguyen 43 7 0 25 May 2023
Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models Shihao Zhao Dongdong Chen Yen-Chun Chen Jianmin Bao Shaozhe Hao Lu Yuan Kwan-Yee K. Wong 117 268 0 25 May 2023
Securing Deep Generative Models with Universal Adversarial Signature Yu Zeng Mo Zhou Yuan Xue Vishal M. Patel WIGM 65 12 0 25 May 2023
Look Ma, No Hands! Agent-Environment Factorization of Egocentric Videos Matthew Chang Aditya Prakash Saurabh Gupta DiffM 97 17 0 25 May 2023
DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models Ying Fan Olivia Watkins Yuqing Du Hao Liu Moonkyung Ryu Craig Boutilier Pieter Abbeel Mohammad Ghavamzadeh Kangwook Lee Kimin Lee 167 167 0 25 May 2023
UDPM: Upsampling Diffusion Probabilistic Models Shady Abu Hussein Raja Giryes DiffM 96 1 0 25 May 2023
Trans-Dimensional Generative Modeling via Jump Diffusion Models Andrew Campbell William Harvey Christian D. Weilbach Valentin De Bortoli Tom Rainforth Arnaud Doucet DiffM 125 13 0 25 May 2023
ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models Yuxin Zhang Weiming Dong Fan Tang Nisha Huang Haibin Huang Chongyang Ma Tong-Yee Lee Oliver Deussen Changsheng Xu DiffM 99 81 0 25 May 2023
Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models Xingqian Xu Jiayi Guo Zhangyang Wang Gao Huang Irfan Essa Humphrey Shi VLM DiffM 127 62 0 25 May 2023
ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation Zhengyi Wang Cheng Lu Yikai Wang Fan Bao Chongxuan Li Hang Su Jun Zhu DiffM 180 876 0 25 May 2023
Unifying GANs and Score-Based Diffusion as Generative Particle Models Jean-Yves Franceschi Mike Gartrell Ludovic Dos Santos Thibaut Issenhuth Emmanuel de Bezenac Mickaël Chen A. Rakotomamonjy DiffM 117 23 0 25 May 2023
Detecting Adversarial Data by Probing Multiple Perturbations Using Expected Perturbation Score Shuhai Zhang Feng Liu Jiahao Yang Yifan Yang Changsheng Li Bo Han Mingkui Tan DiffM AAML 60 18 0 25 May 2023
DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification Sitian Shen Zilin Zhu Linqian Fan Harry Zhang Xinxiao Wu DiffM 152 28 0 25 May 2023
Anomaly Detection with Conditioned Denoising Diffusion Models Arian Mousakhan Thomas Brox Jawad Tayyub DiffM 97 59 0 25 May 2023
DDDM-VC: Decoupled Denoising Diffusion Models with Disentangled Representation and Prior Mixup for Verified Robust Voice Conversion Haram Choi Sang-Hoon Lee Seong-Whan Lee DiffM 80 35 0 25 May 2023
Custom-Edit: Text-Guided Image Editing with Customized Diffusion Models Jooyoung Choi Yunjey Choi Yunji Kim Junho Kim Sung-Hoon Yoon DiffM 95 58 0 25 May 2023
Counterfactual Generative Models for Time-Varying Treatments Shenghao Wu Wen-liang Zhou Minshuo Chen Shixiang Zhu DiffM CML 107 8 0 25 May 2023
Efficient Neural Music Generation Max W. Y. Lam Qiao Tian Tang-Chun Li Zongyu Yin Siyuan Feng ... Mingbo Ma Xuchen Song Jitong Chen Yuping Wang Yuxuan Wang DiffM MGen 95 56 0 25 May 2023
Zero-shot Generation of Training Data with Denoising Diffusion Probabilistic Model for Handwritten Chinese Character Recognition Dongnan Gui Kai Chen Haisong Ding Qiang Huo VLM DiffM 87 14 0 25 May 2023