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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

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Title
MUMU: Bootstrapping Multimodal Image Generation from Text-to-Image Data William Berman A. Peysakhovich 91 4 0 26 Jun 2024
MultiDiff: Consistent Novel View Synthesis from a Single Image Norman Muller Katja Schwarz Barbara Roessle Lorenzo Porzi Samuel Rota Buló Matthias Nießner Peter Kontschieder DiffM 162 27 0 26 Jun 2024
DiffuseHigh: Training-free Progressive High-Resolution Image Synthesis through Structure Guidance Younghyun Kim Geunmin Hwang Junyu Zhang Eunbyung Park 166 10 0 26 Jun 2024
Towards diffusion models for large-scale sea-ice modelling Tobias S. Finn Charlotte Durand A. Farchi Marc Bocquet J. Brajard 136 2 0 26 Jun 2024
From Majority to Minority: A Diffusion-based Augmentation for Underrepresented Groups in Skin Lesion Analysis Janet Wang Yunsung Chung Zhengming Ding Jihun Hamm MedIm DiffM 119 3 0 26 Jun 2024
Generative artificial intelligence in ophthalmology: multimodal retinal images for the diagnosis of Alzheimer's disease with convolutional neural networks I. R. Slootweg M. Thach K. Curro-Tafili F. D. Verbraak F. H. Bouwman Y. Pijnenburg J. F. Boer J.H.P de Kwisthout L. Bagheriye P. J. González MedIm DiffM 85 0 0 26 Jun 2024
Diffusion Model-Based Video Editing: A Survey Wenhao Sun Rong-Cheng Tu Jingyi Liao Dacheng Tao VGen 127 25 0 26 Jun 2024
DiffusionPDE: Generative PDE-Solving Under Partial Observation Jiahe Huang Guandao Yang Zichen Wang Jeong Joon Park DiffM 100 31 0 25 Jun 2024
Unified Auto-Encoding with Masked Diffusion Philippe Hansen-Estruch S. Vishwanath Amy Zhang Manan Tomar DiffM 103 1 0 25 Jun 2024
Aligning Diffusion Models with Noise-Conditioned Perception Alexander Gambashidze Anton Kulikov Yuriy Sosnin Ilya Makarov 118 6 0 25 Jun 2024
GradCheck: Analyzing classifier guidance gradients for conditional diffusion sampling Philipp Vaeth Alexander M. Fruehwald Benjamin Paassen Magda Gregorova BDL 58 3 0 25 Jun 2024
Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers Lei Chen Yuan Meng Chen Tang Xinzhu Ma Jingyan Jiang Xin Wang Zhi Wang Wenwu Zhu MQ 130 32 0 25 Jun 2024
Masked Generative Extractor for Synergistic Representation and 3D Generation of Point Clouds Hongliang Zeng Ping Zhang Fang Li Jiahua Wang Tingyu Ye Pengteng Guo 3DPC 116 0 0 25 Jun 2024
Disentangled Motion Modeling for Video Frame Interpolation Jaihyun Lew Jooyoung Choi Chaehun Shin Dahuin Jung Sungroh Yoon VGen DiffM 104 2 0 25 Jun 2024
LIPE: Learning Personalized Identity Prior for Non-rigid Image Editing Aoyang Liu Qingnan Fan Shuai Qin Hong Gu Yansong Tang DiffM 87 1 0 25 Jun 2024
Diff3Dformer: Leveraging Slice Sequence Diffusion for Enhanced 3D CT Classification with Transformer Networks Zihao Jin Yingying Fang Jiahao Huang Caiwen Xu Simon Walsh Guang Yang MedIm 144 0 0 24 Jun 2024
FreeTraj: Tuning-Free Trajectory Control in Video Diffusion Models Haonan Qiu Zhaoxi Chen Zhouxia Wang Yingqing He Menghan Xia Ziwei Liu VGen DiffM 91 21 0 24 Jun 2024
General Binding Affinity Guidance for Diffusion Models in Structure-Based Drug Design Yue Jian Curtis Wu Danny Reidenbach Aditi S. Krishnapriyan 107 1 0 24 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 173 7 0 24 Jun 2024
ResMaster: Mastering High-Resolution Image Generation via Structural and Fine-Grained Guidance Shuwei Shi Wenbo Li Yuechen Zhang Jingwen He Biao Gong Yinqiang Zheng 116 13 0 24 Jun 2024
Repairing Catastrophic-Neglect in Text-to-Image Diffusion Models via Attention-Guided Feature Enhancement Zhiyuan Chang Mingyang Li Junjie Wang Yi Liu Qing Wang Yang Liu DiffM 69 1 0 24 Jun 2024
Provable Statistical Rates for Consistency Diffusion Models Zehao Dou Minshuo Chen Mengdi Wang Zhuoran Yang DiffM 111 3 0 23 Jun 2024
Flowy: Supporting UX Design Decisions Through AI-Driven Pattern Annotation in Multi-Screen User Flows Yuwen Lu Ziang Tong Qinyi Zhao Yewon Oh Bryan Wang Toby Jia-Jun Li 118 7 0 23 Jun 2024
Memorizing Documents with Guidance in Large Language Models Bumjin Park Jaesik Choi KELM RALM 79 1 0 23 Jun 2024
X-ray2CTPA: Leveraging Diffusion Models to Enhance Pulmonary Embolism Classification Noa Cahan Eyal Klang Galit Aviram Y. Barash Eli Konen Raja Giryes H. Greenspan MedIm 97 0 0 23 Jun 2024
PointDreamer: Zero-shot 3D Textured Mesh Reconstruction from Colored Point Cloud Qiao Yu Xianzhi Li Yuan Tang Jinfeng Xu Long Hu Yixue Hao Min Chen 74 0 0 22 Jun 2024
Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model Min Zhao Hongzhou Zhu Chendong Xiang Kaiwen Zheng Chongxuan Li Jun Zhu 128 11 0 22 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 412 2 0 22 Jun 2024
Masked Extended Attention for Zero-Shot Virtual Try-On In The Wild Nadav Orzech Yotam Nitzan Ulysse Mizrahi Dov Danon Amit H. Bermano DiffM 71 1 0 21 Jun 2024
You Only Acquire Sparse-channel (YOAS): A Unified Framework for Dense-channel EEG Generation Hongyu Chen Weiming Zeng Luhui Cai Lei Wang Jia Lu Yueyang Li Hongjie Yan W. Siok Nizhuan Wang 98 3 0 21 Jun 2024
DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation Yingying Fang Shuang Wu Zihao Jin Caiwen Xu Shiyi Wang Simon Walsh Guang Yang MedIm 100 6 0 21 Jun 2024
Generative Topological Networks Alona Levy-Jurgenson Z. Yakhini 142 0 0 21 Jun 2024
Latent diffusion models for parameterization and data assimilation of facies-based geomodels Guido Di Federico L. Durlofsky DiffM AI4CE 71 2 0 21 Jun 2024
Probabilistic Emulation of a Global Climate Model with Spherical DYffusion Salva Rühling Cachay Brian Henn Oliver Watt-Meyer Christopher S. Bretherton Rose Yu SyDa AI4Cl 94 8 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 120 2 0 21 Jun 2024
Regularized Distribution Matching Distillation for One-step Unpaired Image-to-Image Translation D. Rakitin Ivan Shchekotov Dmitry Vetrov VLM DiffM 95 0 0 20 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 161 5 0 20 Jun 2024
Consistency Models Made Easy Zhengyang Geng Ashwini Pokle William Luo Justin Lin J. Zico Kolter 119 36 0 20 Jun 2024
CollaFuse: Collaborative Diffusion Models Simeon Allmendinger Domenique Zipperling Lukas Struppek Niklas Kühl 99 2 0 20 Jun 2024
ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning Zhongjie Duan Wenmeng Zhou Cen Chen Yaliang Li Weining Qian VGen DiffM 72 2 0 20 Jun 2024
Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation Eyal Michaeli Ohad Fried 129 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 124 3 0 20 Jun 2024
$Can AI be enabled to dynamical downscaling? A Latent Diffusion Model to mimic km-scale COSMO5.0\_CLM9 simulations$ Can AI be enabled to dynamical downscaling? A Latent Diffusion Model to mimic km-scale COSMO5.0\_CLM9 simulations Elena Tomasi Gabriele Franch M. Cristoforetti AI4CE 59 2 0 19 Jun 2024
4K4DGen: Panoramic 4D Generation at 4K Resolution Renjie Li Panwang Pan Bangbang Yang Dejia Xu Shijie Zhou Xuanyang Zhang Zeming Li A. Kadambi Zhangyang Wang Zhiwen Fan VGen 148 22 0 19 Jun 2024
Confidence interval estimation of mixed oil length with conditional diffusion model Yanfeng Yang Lihong Zhang Ziqi Chen Miaomiao Yu Lei Chen 115 0 0 19 Jun 2024
Style-NeRF2NeRF: 3D Style Transfer From Style-Aligned Multi-View Images Haruo Fujiwara Yusuke Mukuta Tatsuya Harada 104 6 0 19 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 123 4 0 19 Jun 2024
AniFaceDiff: High-Fidelity Face Reenactment via Facial Parametric Conditioned Diffusion Models Ken Chen Sachith Seneviratne Wei Wang Dongting Hu Sanjay Saha Md. Tarek Hasan Sanka Rasnayaka T. Malepathirana Mingming Gong Saman K. Halgamuge DiffM 50 2 0 19 Jun 2024
Neural Residual Diffusion Models for Deep Scalable Vision Generation Zhiyuan Ma Liangliang Zhao Biqing Qi Bowen Zhou DiffM 136 4 0 19 Jun 2024
Surgical Triplet Recognition via Diffusion Model Daochang Liu Axel Hu Mubarak Shah Chang Xu MedIm 89 0 0 19 Jun 2024