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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
Anonymizing medical case-based explanations through disentanglement Helena Montenegro Jaime S. Cardoso 50 10 0 08 Nov 2023
Lightweight Diffusion Models with Distillation-Based Block Neural Architecture Search Siao Tang Xin Wang Hong Chen Chaoyu Guan Yansong Tang Wenwu Zhu 61 3 0 08 Nov 2023
Weakly-supervised deepfake localization in diffusion-generated images Dragos Tantaru Elisabeta Oneata Dan Oneaţă DiffM 77 25 0 08 Nov 2023
Improved DDIM Sampling with Moment Matching Gaussian Mixtures Prasad Gabbur DiffM 57 1 0 08 Nov 2023
3DiffTection: 3D Object Detection with Geometry-Aware Diffusion Features Chenfeng Xu Huan Ling Sanja Fidler Or Litany 109 15 0 07 Nov 2023
I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models Shiwei Zhang Jiayu Wang Yingya Zhang Kang Zhao Hangjie Yuan Zhan Qin Xiang Wang Deli Zhao Jingren Zhou DiffM VGen 146 231 0 07 Nov 2023
DeepPatent2: A Large-Scale Benchmarking Corpus for Technical Drawing Understanding Kehinde E. Ajayi Xin Wei Martin Gryder Winston Shields Jian Wu Shawn M. Jones Michal Kucer Diane Oyen 3DV 41 4 0 07 Nov 2023
Improving the Effectiveness of Deep Generative Data Ruyu Wang Sabrina Schmedding Marco F. Huber DiffM 82 4 0 07 Nov 2023
Formulating Discrete Probability Flow Through Optimal Transport Pengze Zhang Hubery Yin Chen Li Xiaohua Xie OT 81 8 0 07 Nov 2023
Reducing Spatial Fitting Error in Distillation of Denoising Diffusion Models Shengzhe Zhou Zejian Lee Sheng Zhang Lefan Hou Changyuan Yang Guang Yang Zhiyuan Yang Lingyun Sun DiffM 68 0 0 07 Nov 2023
3DifFusionDet: Diffusion Model for 3D Object Detection with Robust LiDAR-Camera Fusion Xinhao Xiang Simon Dräger Jiawei Zhang 74 1 0 07 Nov 2023
Multi-Resolution Diffusion for Privacy-Sensitive Recommender Systems Derek Lilienthal Paul Mello Magdalini Eirinaki Stas Tiomkin SyDa DiffM 113 5 0 06 Nov 2023
SegGen: Supercharging Segmentation Models with Text2Mask and Mask2Img Synthesis Hanrong Ye Jason Kuen Qing Liu Zhe Lin Brian L. Price Dan Xu VLM 130 12 0 06 Nov 2023
TS-Diffusion: Generating Highly Complex Time Series with Diffusion Models Yangming Li DiffM AI4TS 99 5 0 06 Nov 2023
A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor Detection Wenxin Wang Zhuoxu Cui Guanxu Cheng Chentao Cao Xi Xu Ziwei Liu Haifeng Wang Yulong Qi Dong Liang Yanjie Zhu MedIm 48 7 0 06 Nov 2023
AnyText: Multilingual Visual Text Generation And Editing Yuxiang Tuo Wangmeng Xiang Jun-Yan He Yifeng Geng Xuansong Xie DiffM 171 83 0 06 Nov 2023
Exploring the Capability of Text-to-Image Diffusion Models with Structural Edge Guidance for Multi-Spectral Satellite Image Inpainting Mikolaj Czerkawski Christos Tachtatzis DiffM 75 9 0 06 Nov 2023
Diffusion-based Radiotherapy Dose Prediction Guided by Inter-slice Aware Structure Encoding Zheng-Kai Feng L. Wen Jianghong Xiao Yuanyuan Xu Xi Wu Jiliu Zhou Xingchen Peng Yan Wang DiffM MedIm 103 8 0 06 Nov 2023
InstructPix2NeRF: Instructed 3D Portrait Editing from a Single Image Jianhui Li Shilong Liu Zidong Liu Yikai Wang Kaiwen Zheng Jinghui Xu Jianmin Li Jun Zhu 93 10 0 06 Nov 2023
Scenario Diffusion: Controllable Driving Scenario Generation With Diffusion Ethan Pronovost Meghana Reddy Ganesina Noureldin Hendy Zeyu Wang Andres Morales Kai Wang Nicholas Roy 114 34 0 05 Nov 2023
Generative Face Video Coding Techniques and Standardization Efforts: A Review Bo Chen Jie Chen Shiqi Wang Yan Ye 66 15 0 05 Nov 2023
From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models Zhuoshi Pan Yuguang Yao Gaowen Liu Bingquan Shen H. Vicky Zhao Ramana Rao Kompella Sijia Liu DiffM AAML 124 5 0 04 Nov 2023
Domain Transfer in Latent Space (DTLS) Wins on Image Super-Resolution -- a Non-Denoising Model C. Hui W. Siu N. Law DiffM 78 1 0 04 Nov 2023
Sparse Training of Discrete Diffusion Models for Graph Generation Yiming Qin Clément Vignac Pascal Frossard 76 14 0 03 Nov 2023
Latent Diffusion Model for Conditional Reservoir Facies Generation Daesoo Lee O. Ovanger J. Eidsvik Erlend Aune J. Skauvold R. Hauge DiffM 54 7 0 03 Nov 2023
DiffDub: Person-generic Visual Dubbing Using Inpainting Renderer with Diffusion Auto-encoder Tao Liu Chenpeng Du Shuai Fan Feilong Chen Kai Yu DiffM VGen 110 8 0 03 Nov 2023
CDGraph: Dual Conditional Social Graph Synthesizing via Diffusion Model Jui-Yi Tsai Ya-Wen Teng Ho Chiok Yew De-Nian Yang Lydia Y. Chen DiffM 76 2 0 03 Nov 2023
Exploring the Hyperparameter Space of Image Diffusion Models for Echocardiogram Generation Hadrien Reynaud Bernhard Kainz MedIm 55 0 0 02 Nov 2023
Time Series Anomaly Detection using Diffusion-based Models Ioana Pintilie Andrei Manolache Florin Brad DiffM 74 16 0 02 Nov 2023
UltraLiDAR: Learning Compact Representations for LiDAR Completion and Generation Yuwen Xiong Wei-Chiu Ma Jingkang Wang R. Urtasun 82 47 0 02 Nov 2023
The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing Shen Nie Hanzhong Guo Cheng Lu Yuhao Zhou Chenyu Zheng Chongxuan Li DiffM 138 43 0 02 Nov 2023
DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning Wenxuan Bao Francesco Pittaluga Vijay Kumar Vincent Bindschaedler 77 11 0 02 Nov 2023
FacadeNet: Conditional Facade Synthesis via Selective Editing Yiangos Georgiou Marios Loizou Tom Kelly Melinos Averkiou 57 0 0 02 Nov 2023
Optimal Transport-Guided Conditional Score-Based Diffusion Models Xiang Gu Liwei Yang Jian Sun Zongben Xu DiffM OT 95 10 0 02 Nov 2023
Diffusion Models for Reinforcement Learning: A Survey Zhengbang Zhu Hanye Zhao Haoran He Yichao Zhong Shenyu Zhang Haoquan Guo Tingting Chen Weinan Zhang 160 68 0 02 Nov 2023
Expanding Expressiveness of Diffusion Models with Limited Data via Self-Distillation based Fine-Tuning Jiwan Hur Jaehyun Choi Gyojin Han Dong-Jae Lee Junmo Kim 104 5 0 02 Nov 2023
Act As You Wish: Fine-Grained Control of Motion Diffusion Model with Hierarchical Semantic Graphs Peng Jin Yang Wu Yanbo Fan Zhongqian Sun Yang Wei Li-ming Yuan DiffM 106 31 0 02 Nov 2023
A Chronological Survey of Theoretical Advancements in Generative Adversarial Networks for Computer Vision Hrishikesh Sharma AI4CE EGVM 57 1 0 02 Nov 2023
Gaussian Mixture Solvers for Diffusion Models Hanzhong Guo Cheng Lu Fan Bao Tianyu Pang Shuicheng Yan Chao Du Chongxuan Li 72 11 0 02 Nov 2023
Towards High-quality HDR Deghosting with Conditional Diffusion Models Qingsen Yan Tao Hu Yuan Sun Hao Tang Yu Zhu Wei Dong Luc Van Gool Yanning Zhang DiffM 77 73 0 02 Nov 2023
Controllable Music Production with Diffusion Models and Guidance Gradients Mark Levy Bruno Di Giorgi Floris Weers Angelos Katharopoulos Tom Nickson DiffM 119 23 0 01 Nov 2023
Dual Conditioned Diffusion Models for Out-Of-Distribution Detection: Application to Fetal Ultrasound Videos Divyanshu Mishra He Zhao Pramit Saha A. Papageorghiou J. A. Noble MedIm 84 11 0 01 Nov 2023
Adaptive Latent Diffusion Model for 3D Medical Image to Image Translation: Multi-modal Magnetic Resonance Imaging Study Jonghun Kim Hyunjin Park MedIm 129 40 0 01 Nov 2023
Consistent Video-to-Video Transfer Using Synthetic Dataset Jiaxin Cheng Tianjun Xiao Tong He VGen DiffM 119 17 0 01 Nov 2023
Score Normalization for a Faster Diffusion Exponential Integrator Sampler Guoxuan Xia Duolikun Danier Ayan Das Stathi Fotiadis F. Nabiei Ushnish Sengupta A. Bernacchia DiffM 51 3 0 31 Oct 2023
Diversity and Diffusion: Observations on Synthetic Image Distributions with Stable Diffusion David Marwood S. Baluja Y. Alon DiffM 100 6 0 31 Oct 2023
Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty Yuxin Zhang Clément Huneau Jérôme Idier Diana Mateus 49 1 0 31 Oct 2023
The Missing U for Efficient Diffusion Models Sergio Calvo-Ordoñez Chun-Wun Cheng Jiahao Huang Lipei Zhang Guang Yang Carola-Bibiane Schonlieb Angelica I Aviles-Rivero DiffM 104 4 0 31 Oct 2023
Requirement falsification for cyber-physical systems using generative models J. Peltomäki Ivan Porres 92 6 0 31 Oct 2023
DiffEnc: Variational Diffusion with a Learned Encoder Beatrix M. G. Nielsen Anders Christensen Andrea Dittadi Ole Winther DiffM 125 13 0 30 Oct 2023