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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
Sketch and Text Guided Diffusion Model for Colored Point Cloud Generation Zijie Wu Yaonan Wang Mingtao Feng He-ping Xie Ajmal Mian DiffM 70 33 0 05 Aug 2023
Diffusion-Augmented Depth Prediction with Sparse Annotations Jiaqi Li Yiran Wang Zihao Huang Jinghong Zheng Ke Xian Zhiguo Cao Jianming Zhang DiffM 54 10 0 04 Aug 2023
Improved Order Analysis and Design of Exponential Integrator for Diffusion Models Sampling Qinsheng Zhang Jiaming Song Yongxin Chen DiffM 64 11 0 04 Aug 2023
SDDM: Score-Decomposed Diffusion Models on Manifolds for Unpaired Image-to-Image Translation Shikun Sun Longhui Wei Junliang Xing Jia Jia Qi Tian DiffM 48 15 0 04 Aug 2023
Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images Alessandro Fontanella Grant Mair Joanna M. Wardlaw Emanuele Trucco Amos Storkey DiffM MedIm 95 25 0 03 Aug 2023
Synthesising Rare Cataract Surgery Samples with Guided Diffusion Models Yannik Frisch Moritz Fuchs Antoine Pierre Sanner F. A. Ucar Marius Frenzel Joana Wasielica-Poslednik A. Gericke F. Wagner Thomas Dratsch Anirban Mukhopadhyay MedIm DiffM 40 9 0 03 Aug 2023
DiffGANPaint: Fast Inpainting Using Denoising Diffusion GANs Moein Heidari Alireza Morsali Tohid Abedini Samin Heydarian DiffM 44 2 0 03 Aug 2023
ConceptLab: Creative Concept Generation using VLM-Guided Diffusion Prior Constraints Elad Richardson Kfir Goldberg Yuval Alaluf Daniel Cohen-Or DiffM 95 12 0 03 Aug 2023
DiffColor: Toward High Fidelity Text-Guided Image Colorization with Diffusion Models Jianxin Lin Peng Xiao Yijun Wang Rongsheng Zhang Xiangxiang Zeng DiffM 72 3 0 03 Aug 2023
Reference-Free Isotropic 3D EM Reconstruction using Diffusion Models Kyung-Joong Lee Won-Ki Jeong DiffM 30 5 0 03 Aug 2023
Motion Planning Diffusion: Learning and Planning of Robot Motions with Diffusion Models João Carvalho An T. Le Mark Baierl Dorothea Koert Jan Peters DiffM 94 116 0 03 Aug 2023
Circumventing Concept Erasure Methods For Text-to-Image Generative Models Minh Pham Kelly O. Marshall Niv Cohen Govind Mittal Chinmay Hegde DiffM 75 46 0 03 Aug 2023
Reverse Stable Diffusion: What prompt was used to generate this image? Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah VLM DiffM 94 6 0 02 Aug 2023
Training Data Protection with Compositional Diffusion Models Aditya Golatkar Alessandro Achille A. Swaminathan Stefano Soatto DiffM 63 12 0 02 Aug 2023
From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion Robin San Roman Yossi Adi Antoine Deleforge Romain Serizel Gabriel Synnaeve Alexandre Défossez DiffM 85 24 0 02 Aug 2023
Patched Denoising Diffusion Models For High-Resolution Image Synthesis Zheng Ding Mengqi Zhang Jiajun Wu Zhuowen Tu DiffM 91 35 0 02 Aug 2023
Contrast-augmented Diffusion Model with Fine-grained Sequence Alignment for Markup-to-Image Generation Guojin Zhong Jin Yuan Pan Wang Kailun Yang Weili Guan Zhiyong Li DiffM 63 7 0 02 Aug 2023
Degeneration-Tuning: Using Scrambled Grid shield Unwanted Concepts from Stable Diffusion Zixuan Ni Longhui Wei Jiacheng Li Siliang Tang Yueting Zhuang Qi Tian DiffM 98 22 0 02 Aug 2023
Metrics to Quantify Global Consistency in Synthetic Medical Images Daniel Scholz Benedikt Wiestler Daniel Rueckert Fernando Navarro MedIm 104 1 0 01 Aug 2023
Diffusion Model for Camouflaged Object Detection Zhe Chen Rongrong Gao Tian-Zhu Xiang Fanzhao Lin DiffM 85 21 0 01 Aug 2023
DAVIS: High-Quality Audio-Visual Separation with Generative Diffusion Models Chao Huang Susan Liang Yapeng Tian Anurag Kumar Chenliang Xu DiffM 66 4 0 31 Jul 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 100 10 0 31 Jul 2023
Universal Adversarial Defense in Remote Sensing Based on Pre-trained Denoising Diffusion Models Weikang Yu Yonghao Xu Pedram Ghamisi 108 4 0 31 Jul 2023
DiffPose: SpatioTemporal Diffusion Model for Video-Based Human Pose Estimation Runyang Feng Yixing Gao Tze Ho Elden Tse Xu Ma H. Chang DiffM 79 24 0 31 Jul 2023
Conditioning Generative Latent Optimization for Sparse-View CT Image Reconstruction Thomas Braure Delphine Lazaro David Hateau Vincent Brandon Kévin Ginsburger MedIm 71 0 0 31 Jul 2023
A multiscale and multicriteria Generative Adversarial Network to synthesize 1-dimensional turbulent fields Carlos Granero Belinchon Manuel Cabeza Gallucci SyDa GAN 49 1 0 31 Jul 2023
BAGM: A Backdoor Attack for Manipulating Text-to-Image Generative Models Jordan Vice Naveed Akhtar Leonid Sigal Ajmal Mian SILM DiffM 88 24 0 31 Jul 2023
Don't be so negative! Score-based Generative Modeling with Oracle-assisted Guidance Saeid Naderiparizi Xiaoxuan Liang Berend Zwartsenberg Frank Wood DiffM 71 5 0 31 Jul 2023
HD-Fusion: Detailed Text-to-3D Generation Leveraging Multiple Noise Estimation Jinbo Wu Xiaobo Gao Xing Liu Zhengyang Shen Chen Zhao Haocheng Feng Jingtuo Liu Errui Ding DiffM 115 25 0 30 Jul 2023
TransFusion: A Practical and Effective Transformer-based Diffusion Model for 3D Human Motion Prediction Sibo Tian Minghui Zheng Xiao Liang DiffM 86 20 0 30 Jul 2023
Ultrasound Image Reconstruction with Denoising Diffusion Restoration Models Yuxin Zhang Clément Huneau Jérôme Idier Diana Mateus DiffM 120 14 0 29 Jul 2023
RGB-D-Fusion: Image Conditioned Depth Diffusion of Humanoid Subjects Sascha Kirch Valeria Olyunina Jan Ondřej Rafael Pagés Sergio Martín Clara Pérez-Molina 73 2 0 29 Jul 2023
TEDi: Temporally-Entangled Diffusion for Long-Term Motion Synthesis Zihan Zhang Richard Liu Kfir Aberman Rana Hanocka DiffM 77 30 0 27 Jul 2023
GET3D--: Learning GET3D from Unconstrained Image Collections Fang Yu Xintao Wang Zheyu Li Yan-Pei Cao Ying Shan Chao Dong DiffM 63 2 0 27 Jul 2023
Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals Yu-Ting Lan Kan Ren Yansen Wang Wei-Long Zheng Dongsheng Li Bao-Liang Lu Lili Qiu DiffM 127 22 0 27 Jul 2023
Spatial-Frequency U-Net for Denoising Diffusion Probabilistic Models Xin Yuan Linjie Li Jianfeng Wang Zhengyuan Yang Kevin Qinghong Lin Zicheng Liu Lijuan Wang DiffM 129 7 0 27 Jul 2023
Towards Generalist Biomedical AI Tao Tu Shekoofeh Azizi Danny Driess M. Schaekermann Mohamed Amin ... Yossi Matias K. Singhal Peter R. Florence Alan Karthikesalingam Vivek Natarajan LM&MA MedIm AI4MH 114 277 0 26 Jul 2023
Visual Instruction Inversion: Image Editing via Visual Prompting Thao Nguyen Yuheng Li Utkarsh Ojha Yong Jae Lee DiffM 41 24 0 26 Jul 2023
A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot Milad Abdollahzadeh Touba Malekzadeh Christopher T. H. Teo Keshigeyan Chandrasegaran Guimeng Liu Ngai-Man Cheung VLM MedIm 131 24 0 26 Jul 2023
Pre-Training with Diffusion models for Dental Radiography segmentation Jérémy Rousseau C. Alaka E. Covili H. Mayard L. Misrachi Willy Au DiffM MedIm AI4CE 103 5 0 26 Jul 2023
Diff-E: Diffusion-based Learning for Decoding Imagined Speech EEG Soowon Kim Young-Eun Lee Seo-Hyun Lee Seong-Whan Lee DiffM 87 17 0 26 Jul 2023
Points-to-3D: Bridging the Gap between Sparse Points and Shape-Controllable Text-to-3D Generation Chaohui Yu Qiang-feng Zhou Jingliang Li Zhe Zhang Zhibin Wang Fan Wang DiffM 94 41 0 26 Jul 2023
MCMC-Correction of Score-Based Diffusion Models for Model Composition Anders Sjöberg Jakob Lindqvist Magnus Önnheim Mats Jirstrand Lennart Svensson DiffM 92 3 0 26 Jul 2023
Composite Diffusion \| whole >= Σparts Vikram Jamwal S. Ramaneswaran DiffM 66 0 0 25 Jul 2023
Fake It Without Making It: Conditioned Face Generation for Accurate 3D Face Reconstruction William Rowan P. Huber Nick E. Pears Andrew Keeling DiffM 70 0 0 25 Jul 2023
Not with my name! Inferring artists' names of input strings employed by Diffusion Models R. Leotta O. Giudice Luca Guarnera Sebastiano Battiato DiffM 58 7 0 25 Jul 2023
Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review Aghiles Kebaili J. Lapuyade-Lahorgue S. Ruan MedIm 88 157 0 24 Jul 2023
Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry Yong-Hyun Park Mingi Kwon J. Choi Junghyo Jo Youngjung Uh DiffM 129 72 0 24 Jul 2023
AdvDiff: Generating Unrestricted Adversarial Examples using Diffusion Models Xuelong Dai Kaisheng Liang Bin Xiao DiffM 119 29 0 24 Jul 2023
TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition Shilin Lu Yanzhu Liu A. Kong 169 102 0 24 Jul 2023