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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 453 papers shown

Title
TextureDiffusion: Target Prompt Disentangled Editing for Various Texture Transfer Zihan Su Junhao Zhuang Chun Yuan DiffM 117 0 0 15 Sep 2024
DiffQRCoder: Diffusion-based Aesthetic QR Code Generation with Scanning Robustness Guided Iterative Refinement Jia-Wei Liao Winston Wang Tzu-Sian Wang Li-Xuan Peng Ju-Hsuan Weng Cheng-Fu Chou Jun-Cheng Chen DiffM 106 2 0 10 Sep 2024
pFedGPA: Diffusion-based Generative Parameter Aggregation for Personalized Federated Learning Jiahao Lai Jiaqiang Li Jian Xu Yanru Wu Boshi Tang Siqi Chen Yongfeng Huang Wenbo Ding Yang Li FedML 158 0 0 09 Sep 2024
Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation Jiaxin Cheng Zixu Zhao Tong He Tianjun Xiao Yicong Zhou Zheng Zhang DiffM 119 0 0 07 Sep 2024
Open-MAGVIT2: An Open-Source Project Toward Democratizing Auto-regressive Visual Generation Zhuoyan Luo Fengyuan Shi Yixiao Ge Yujiu Yang Limin Wang Ying Shan VLM 134 59 0 06 Sep 2024
DreamForge: Motion-Aware Autoregressive Video Generation for Multi-View Driving Scenes Jianbiao Mei T. Hu Xuemeng Yang Licheng Wen Yu Yang Tiantian Wei Yukai Ma Min Dou Botian Shi Yong Liu VGen DiffM 152 6 0 06 Sep 2024
HUMOS: Human Motion Model Conditioned on Body Shape Shashank Tripathi Omid Taheri Christoph Lassner Michael J. Black Daniel Holden Carsten Stoll 3DH DiffM 143 8 0 05 Sep 2024
DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture Qianlong Xiang Miao Zhang Yuzhang Shang Jianlong Wu Yan Yan Liqiang Nie DiffM 114 10 0 05 Sep 2024
Solving Video Inverse Problems Using Image Diffusion Models Taesung Kwon Jong Chul Ye DiffM 116 3 0 04 Sep 2024
Training-Free Sketch-Guided Diffusion with Latent Optimization Sandra Zhang Ding Jiafeng Mao Kiyoharu Aizawa DiffM 164 3 0 31 Aug 2024
Contrastive Learning with Synthetic Positives Dewen Zeng Yawen Wu Xinrong Hu Xiaowei Xu Yiyu Shi SyDa SSL 131 1 0 30 Aug 2024
MODULI: Unlocking Preference Generalization via Diffusion Models for Offline Multi-Objective Reinforcement Learning Yifu Yuan Zhenrui Zheng Zibin Dong Jianye Hao OffRL 117 1 0 28 Aug 2024
Generative Inbetweening: Adapting Image-to-Video Models for Keyframe Interpolation Xiaojuan Wang Boyang Zhou Brian L. Curless Ira Kemelmacher-Shlizerman Aleksander Holynski Steven M. Seitz DiffM 110 17 0 27 Aug 2024
DIAGen: Semantically Diverse Image Augmentation with Generative Models for Few-Shot Learning Tobias Lingenberg Markus Reuter Gopika Sudhakaran Dominik Gojny Stefan Roth Simone Schaub-Meyer DiffM 108 3 0 26 Aug 2024
Scalable Autoregressive Image Generation with Mamba Haopeng Li Jinyue Yang Kexin Wang Xuerui Qiu Yuhong Chou Xin Li Guoqi Li Mamba 160 15 0 22 Aug 2024
TrackGo: A Flexible and Efficient Method for Controllable Video Generation Haitao Zhou Chuang Wang Rui Nie Jinxiao Lin Dongdong Yu Qian Yu Changhu Wang VGen DiffM 147 15 0 21 Aug 2024
Pixel Is Not a Barrier: An Effective Evasion Attack for Pixel-Domain Diffusion Models Chun-Yen Shih Li-Xuan Peng Jia-Wei Liao Ernie Chu Cheng-Fu Chou Jun-Cheng Chen AAML DiffM 86 1 0 21 Aug 2024
FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting Liyao Jiang Negar Hassanpour Mohammad Salameh Mohan Sai Singamsetti Fengyu Sun Wei Lu Di Niu DiffM 129 2 0 21 Aug 2024
A Grey-box Attack against Latent Diffusion Model-based Image Editing by Posterior Collapse Zhongliang Guo Lei Fang Jingyu Lin Yifei Qian Shuai Zhao Zeyu Wang Zeyu Wang Cunjian Chen Ognjen Arandjelović Chun Pong Lau DiffM AAML 94 9 0 20 Aug 2024
Understanding Generative AI Content with Embedding Models Max Vargas Reilly Cannon A. Engel Anand D. Sarwate Tony Chiang 196 3 0 19 Aug 2024
Efficient Image-to-Image Diffusion Classifier for Adversarial Robustness Hefei Mei Minjing Dong Chang Xu AAML 151 0 0 16 Aug 2024
Data-Driven Stochastic Closure Modeling via Conditional Diffusion Model and Neural Operator Xinghao Dong Chuanqi Chen Jin-Long Wu DiffM AI4CE 108 5 0 06 Aug 2024
Robust Simultaneous Multislice MRI Reconstruction Using Deep Generative Priors Shoujin Huang Guanxiong Luo Yuwan Wang Kexin Yang Lingyan Zhang ... Hua Guo Min Wang Mengye Lyu Lingyan Zhang Mengye Lyu MedIm 94 1 0 31 Jul 2024
State-observation augmented diffusion model for nonlinear assimilation with unknown dynamics Zhuoyuan Li Bin Dong Linyue Chu 116 1 0 31 Jul 2024
Vulnerabilities in AI-generated Image Detection: The Challenge of Adversarial Attacks Yunfeng Diao Na Zhai Changtao Miao Xun Yang Meng Wang Xun Yang Meng Wang AAML 143 2 0 30 Jul 2024
Heavy-Tailed Diffusion with Denoising Lévy Probabilistic Models Dario Shariatian Umut Simsekli Alain Durmus DiffM 95 3 0 26 Jul 2024
EnergyDiff: Universal Time-Series Energy Data Generation using Diffusion Models Nan Lin Peter Palensky Pedro P. Vergara DiffM 75 0 0 18 Jul 2024
DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion Huiguo He Huan Yang Zixi Tuo Yuan Zhou Qiuyue Wang Yuhang Zhang Zeyu Liu Wenhao Huang Hongyang Chao Jian Yin DiffM VGen 170 17 0 17 Jul 2024
Exploring the Potentials and Challenges of Deep Generative Models in Product Design Conception Phillip Mueller Lars Mikelsons AI4CE 105 3 0 15 Jul 2024
Surgical Text-to-Image Generation C. Nwoye Rupak Bose K. Elgohary Lorenzo Arboit Giorgio Carlino Joël L. Lavanchy Pietro Mascagni N. Padoy MedIm 116 4 0 12 Jul 2024
Unsupervised Anomaly Detection Using Diffusion Trend Analysis for Display Inspection Eunwoo Kim Un Yang Cheol Lae Roh Stefano Ermon DiffM 69 0 0 12 Jul 2024
Controlling Space and Time with Diffusion Models Daniel Watson Saurabh Saxena Lala Li Andrea Tagliasacchi David J. Fleet VGen 149 32 0 10 Jul 2024
Video-to-Audio Generation with Hidden Alignment Manjie Xu Chenxing Li Yong Ren Rilin Chen Yu Gu Yu Gu Dong Yu Dong Yu DiffM VGen 88 12 0 10 Jul 2024
Single Image Rolling Shutter Removal with Diffusion Models Zhanglei Yang Haipeng Li Mingbo Hong Chen-Lin Zhang Shuaicheng Liu Shuaicheng Liu DiffM 73 4 0 03 Jul 2024
Frequency-Controlled Diffusion Model for Versatile Text-Guided Image-to-Image Translation Xiang Gao Zhengbo Xu Junhan Zhao Jiaying Liu DiffM 87 8 0 03 Jul 2024
Zero-Shot Video Restoration and Enhancement Using Pre-Trained Image Diffusion Model Cong Cao Huanjing Yue Xin Liu Jingyu Yang DiffM VGen 119 1 0 02 Jul 2024
StyleShot: A Snapshot on Any Style Junyao Gao Yanchen Liu Yanan Sun Yinhao Tang Yanhong Zeng Kai Chen Cairong Zhao TTA 3DH VLM 162 19 0 01 Jul 2024
DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models Chang-Han Yeh Chin-Yang Lin Zhixiang Wang Chi-Wei Hsiao Ting-Hsuan Chen Hau-Shiang Shiu Yu-Lun Liu VGen DiffM 158 6 0 01 Jul 2024
A Sanity Check for AI-generated Image Detection Shilin Yan Ouxiang Li Jiayin Cai Y. Hao Xiaolong Jiang Feng-Long Xie Weidi Xie VLM 140 37 0 27 Jun 2024
GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization Yuxiao Chen Xiaolin Huang Quan Zhang Wei Li Mingjian Zhu ... Hanting Chen Hailin Hu J. Yang Wen Liu Jie Hu EGVM 123 7 0 24 Jun 2024
EmoAttack: Emotion-to-Image Diffusion Models for Emotional Backdoor Generation Tianyu Wei Shanmin Pang Qi Guo Yizhuo Ma Yihao Huang Ming-Ming Cheng Qing Guo 387 2 0 22 Jun 2024
Generative Topological Networks Alona Levy-Jurgenson Z. Yakhini 113 0 0 21 Jun 2024
Six-CD: Benchmarking Concept Removals for Benign Text-to-image Diffusion Models Jie Ren Kangrui Chen Yingqian Cui Shenglai Zeng Hui Liu Yue Xing Jiliang Tang Lingjuan Lyu 93 2 0 21 Jun 2024
Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models Matthew Zheng Enis Simsar Hidir Yesiltepe Federico Tombari Joel Simon Pinar Yanardag 108 4 0 20 Jun 2024
Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation Eyal Michaeli Ohad Fried 108 1 0 20 Jun 2024
Active Diffusion Subsampling Oisin Nolan Tristan S. W. Stevens Wessel L. van Nierop Ruud J. G. van Sloun DiffM MedIm 83 3 0 20 Jun 2024
ARDuP: Active Region Video Diffusion for Universal Policies Shuaiyi Huang Mara Levy Zhenyu Jiang Anima Anandkumar Yuke Zhu Linxi Fan De-An Huang Abhinav Shrivastava VGen 104 4 0 19 Jun 2024
Adding Conditional Control to Diffusion Models with Reinforcement Learning Yulai Zhao Masatoshi Uehara Gabriele Scalia Tommaso Biancalani Sergey Levine Ehsan Hajiramezanali Ehsan Hajiramezanali AI4CE 134 7 0 17 Jun 2024
Diffusion Models in Low-Level Vision: A Survey Chunming He Yuqi Shen Chengyu Fang Fengyang Xiao Longxiang Tang Yulun Zhang W. Zuo Zhenhua Guo Xiu Li VLM DiffM MedIm 188 42 0 17 Jun 2024
MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs Xuannan Liu Zekun Li Peipei Li Shuhan Xia Xing Cui Linzhi Huang Huaibo Huang Weihong Deng Zhaofeng He 133 23 0 13 Jun 2024