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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
Diffscaler: Enhancing the Generative Prowess of Diffusion Transformers Nithin Gopalakrishnan Nair Jeya Maria Jose Valanarasu Vishal M. Patel 93 1 0 15 Apr 2024
EdgeRelight360: Text-Conditioned 360-Degree HDR Image Generation for Real-Time On-Device Video Portrait Relighting Chia-Chen Lin Mahesh Reddy Guillaume Berger Michel Sarkis Fatih Porikli Ning Bi 73 3 0 15 Apr 2024
All-in-one simulation-based inference Manuel Gloeckler Michael Deistler Christian D. Weilbach Frank Wood Jakob H. Macke 98 38 0 15 Apr 2024
In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation Han Xue Qianru Sun Li Song Wenjun Zhang Zhiwu Huang MLLM 74 0 0 15 Apr 2024
TMPQ-DM: Joint Timestep Reduction and Quantization Precision Selection for Efficient Diffusion Models Haojun Sun Chen Tang Zhi Wang Yuan Meng Jingyan Jiang Xinzhu Ma Wenwu Zhu MQ 117 6 0 15 Apr 2024
Super-resolution of biomedical volumes with 2D supervision Cheng Jiang Alexander Gedeon Yiwei Lyu Eric Landgraf Yufeng Zhang X. Hou A. Kondepudi Asadur Chowdury Honglak Lee Todd C. Hollon 94 1 0 15 Apr 2024
Watermark-embedded Adversarial Examples for Copyright Protection against Diffusion Models Peifei Zhu Tsubasa Takahashi Hirokatsu Kataoka WIGM 92 16 0 15 Apr 2024
RoofDiffusion: Constructing Roofs from Severely Corrupted Point Data via Diffusion Kyle Shih-Huang Lo Jorg Peters Eric Spellman 62 1 0 14 Apr 2024
FaceCat: Enhancing Face Recognition Security with a Unified Generative Model Framework Jiawei Chen Xiao Yang Yinpeng Dong Hang Su Jianteng Peng Zhaoxia Yin CVBM 70 0 0 14 Apr 2024
RF-Diffusion: Radio Signal Generation via Time-Frequency Diffusion Guoxuan Chi Zheng Yang Chenshu Wu Jingao Xu Yuchong Gao Yunhao Liu Tony Xiao Han DiffM 98 35 0 14 Apr 2024
Exploring Generative AI for Sim2Real in Driving Data Synthesis Haonan Zhao Yiting Wang Thomas Bashford-Rogers Valentina Donzella Kurt Debattista GAN 82 5 0 14 Apr 2024
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives Yidan Liu Jun Yue Shaobo Xia Pedram Ghamisi Weiying Xie Leyuan Fang DiffM 97 17 0 13 Apr 2024
E3: Ensemble of Expert Embedders for Adapting Synthetic Image Detectors to New Generators Using Limited Data Aref Azizpour Tai D. Nguyen Manil Shrestha Kaidi Xu Edward Kim Matthew C. Stamm 86 4 0 12 Apr 2024
Diffusion-Based Joint Temperature and Precipitation Emulation of Earth System Models Katie Christensen Lyric Otto Seth Bassetti Claudia Tebaldi Brian Hutchinson 111 0 0 12 Apr 2024
Detecting AI-Generated Images via CLIP A. G. Moskowitz T. Gaona J. Peterson VLM 72 4 0 12 Apr 2024
Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models Zeyu Yang Peikun Guo Khadija Zanna Akane Sano Xiaoxue Yang Akane Sano DiffM 128 10 0 12 Apr 2024
Multibranch Generative Models for Multichannel Imaging with an Application to PET/CT Synergistic Reconstruction N. J. Pinton A. Bousse C. Cheze-le-Rest D. Visvikis MedIm 36 1 0 12 Apr 2024
S3Editor: A Sparse Semantic-Disentangled Self-Training Framework for Face Video Editing Guangzhi Wang Tianyi Chen Kamran Ghasedi HsiangTao Wu Tianyu Ding Chris Nuesmeyer Ilya Zharkov Mohan Kankanhalli Luming Liang 75 1 0 11 Apr 2024
ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback Ming Li Taojiannan Yang Huafeng Kuang Jie Wu Zhaoning Wang Xuefeng Xiao Chong Chen 100 82 0 11 Apr 2024
Taming Stable Diffusion for Text to 360° Panorama Image Generation Cheng Zhang Qianyi Wu Camilo Cruz Gambardella Xiaoshui Huang Dinh Q. Phung Wanli Ouyang Jianfei Cai MDE 94 9 0 11 Apr 2024
MindBridge: A Cross-Subject Brain Decoding Framework Shizun Wang Songhua Liu Zhenxiong Tan Xinchao Wang AI4CE 145 29 0 11 Apr 2024
An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization Minshuo Chen Song Mei Jianqing Fan Mengdi Wang VLM MedIm DiffM 124 59 0 11 Apr 2024
CAT: Contrastive Adapter Training for Personalized Image Generation Jae Wan Park Sang Hyun Park Jun Young Koh Junha Lee Min Song 64 6 0 11 Apr 2024
ConsistencyDet: A Few-step Denoising Framework for Object Detection Using the Consistency Model Lifan Jiang Zhihui Wang Changmiao Wang Ming Li Jiaxu Leng DiffM 48 0 0 11 Apr 2024
GoodDrag: Towards Good Practices for Drag Editing with Diffusion Models Zewei Zhang Huan Liu Jun Chen Xiangyu Xu DiffM 82 13 0 10 Apr 2024
Move Anything with Layered Scene Diffusion Jiawei Ren Mengmeng Xu Jui-Chieh Wu Ziwei Liu Tao Xiang Antoine Toisoul 83 10 0 10 Apr 2024
A Gauss-Newton Approach for Min-Max Optimization in Generative Adversarial Networks Neel Mishra Bamdev Mishra Pratik Jawanpuria Pawan Kumar GAN 74 1 0 10 Apr 2024
Fine color guidance in diffusion models and its application to image compression at extremely low bitrates Tom Bordin Thomas Maugey DiffM 78 1 0 10 Apr 2024
Tuning-Free Adaptive Style Incorporation for Structure-Consistent Text-Driven Style Transfer Yanqi Ge Jiaqi Liu Qingnan Fan Xi Jiang Ye Huang Shuai Qin Hong Gu Wen Li Lixin Duan DiffM 111 1 0 10 Apr 2024
DiffusionDialog: A Diffusion Model for Diverse Dialog Generation with Latent Space Jianxiang Xiang Zhenhua Liu Haodong Liu Yin Bai Jia Cheng Wenliang Chen DiffM 111 3 0 10 Apr 2024
GeoDirDock: Guiding Docking Along Geodesic Paths Raúl Minán Javier Gallardo Álvaro Ciudad Alexis Molina DiffM 81 0 0 09 Apr 2024
ZeST: Zero-Shot Material Transfer from a Single Image Ta-Ying Cheng Prafull Sharma Andrew Markham Niki Trigoni Varun Jampani 91 11 0 09 Apr 2024
Policy-Guided Diffusion Matthew Jackson Michael T. Matthews Cong Lu Benjamin Ellis Shimon Whiteson Jakob N. Foerster OffRL 130 23 0 09 Apr 2024
Quantum State Generation with Structure-Preserving Diffusion Model Yuchen Zhu Tianrong Chen Evangelos A. Theodorou Xie Chen Molei Tao DiffM 84 8 0 09 Apr 2024
scRDiT: Generating single-cell RNA-seq data by diffusion transformers and accelerating sampling Shengze Dong Zhuorui Cui Ding Liu Jinzhi Lei MedIm 32 2 0 09 Apr 2024
DiffHarmony: Latent Diffusion Model Meets Image Harmonization Pengfei Zhou Fangxiang Feng Xiaojie Wang 75 3 0 09 Apr 2024
Greedy-DiM: Greedy Algorithms for Unreasonably Effective Face Morphs Zander W. Blasingame Chen Liu 106 6 0 09 Apr 2024
Tackling Structural Hallucination in Image Translation with Local Diffusion Seunghoi Kim Chen Jin Tom Diethe Matteo Figini Henry F. J. Tregidgo A. Mullokandov Philip Teare Daniel C. Alexander MedIm 112 7 0 09 Apr 2024
StoryImager: A Unified and Efficient Framework for Coherent Story Visualization and Completion Ming Tao Bing-Kun Bao Hao Tang Yaowei Wang Changsheng Xu DiffM 95 8 0 09 Apr 2024
NAF-DPM: A Nonlinear Activation-Free Diffusion Probabilistic Model for Document Enhancement Giordano Cicchetti Danilo Comminiello 60 6 0 08 Apr 2024
YaART: Yet Another ART Rendering Technology Sergey Kastryulin Artem Konev Alexander Shishenya Eugene Lyapustin Artem Khurshudov ... Dmitrii Kornilov Mikhail Romanov Artem Babenko Sergei Ovcharenko Valentin Khrulkov EGVM 82 1 0 08 Apr 2024
Automatic Controllable Colorization via Imagination Xiaoyan Cong Yue Wu Qifeng Chen Chenyang Lei DiffM 73 5 0 08 Apr 2024
Investigating the Effectiveness of Cross-Attention to Unlock Zero-Shot Editing of Text-to-Video Diffusion Models Saman Motamed Wouter Van Gansbeke Luc Van Gool VGen DiffM 95 1 0 08 Apr 2024
Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance Dazhong Shen Guanglu Song Zeyue Xue Fu-Yun Wang Yu Liu DiffM 91 18 0 08 Apr 2024
MC $^2$ : Multi-concept Guidance for Customized Multi-concept Generation Jiaxiu Jiang Yabo Zhang Kailai Feng Xiaohe Wu Wangmeng Zuo DiffM 113 12 0 08 Apr 2024
Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder Yiyang Ma Wenhan Yang Jiaying Liu DiffM 107 5 0 07 Apr 2024
A Unified Diffusion Framework for Scene-aware Human Motion Estimation from Sparse Signals Jiangnan Tang Jingya Wang Kaiyang Ji Lan Xu Jingyi Yu Ye-ling Shi 78 6 0 07 Apr 2024
Mixture of Low-rank Experts for Transferable AI-Generated Image Detection Zihan Liu Hanyi Wang Yaoyu Kang Shilin Wang MoE 109 13 0 07 Apr 2024
Strictly-ID-Preserved and Controllable Accessory Advertising Image Generation Youze Xue Binghui Chen Yifeng Geng Xuansong Xie Jiansheng Chen Hongbing Ma DiffM 66 3 0 07 Apr 2024
InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization Xiefan Guo Jinlin Liu Miaomiao Cui Jiankai Li Hongyu Yang Di Huang 108 38 0 06 Apr 2024