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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
Stimulating the Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling Tong Li Hansen Feng Lizhi Wang Zhiwei Xiong Huan Huang DiffM 77 1 0 08 Jul 2023
Blocks2World: Controlling Realistic Scenes with Editable Primitives Vaibhav Vavilala Seemandhar Jain R. Vasanth Anand Bhattad David A. Forsyth VGen 89 4 0 07 Jul 2023
AutoDecoding Latent 3D Diffusion Models Evangelos Ntavelis Aliaksandr Siarohin Kyle Olszewski Chao-Yuan Wang Luc Van Gool Sergey Tulyakov DiffM 138 45 0 07 Jul 2023
Simulation-free Schrödinger bridges via score and flow matching Alexander Tong Nikolay Malkin Kilian Fatras Lazar Atanackovic Yanlei Zhang G. Huguet Guy Wolf Yoshua Bengio DiffM OT 122 40 0 07 Jul 2023
Hyperspectral and Multispectral Image Fusion Using the Conditional Denoising Diffusion Probabilistic Model Shuai Shi Lijun Zhang Jie Chen DiffM 51 11 0 07 Jul 2023
MomentDiff: Generative Video Moment Retrieval from Random to Real P. Li Chen-Wei Xie Hongtao Xie Liming Zhao Lei Zhang Yun Zheng Deli Zhao Yongdong Zhang DiffM VGen 111 60 0 06 Jul 2023
Single Image LDR to HDR Conversion using Conditional Diffusion Dwip Dalal Gautam Vashishtha Prajwal Singh Shanmuganathan Raman DiffM 37 9 0 06 Jul 2023
Censored Sampling of Diffusion Models Using 3 Minutes of Human Feedback Taeho Yoon Kibeom Myoung Keon Lee Jaewoong Cho Albert No Ernest K. Ryu 92 8 0 06 Jul 2023
DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models Chong Mou Xintao Wang Jie Song Ying Shan Jian Zhang DiffM 125 154 0 05 Jul 2023
RADiff: Controllable Diffusion Models for Radio Astronomical Maps Generation Renato Sortino T. Cecconello A. DeMarco G. Fiameni Andrea Pilzer ... E. Sciacca A. Ingallinera C. Bordiu F. Bufano C. Spampinato DiffM 57 2 0 05 Jul 2023
Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality P. Lorenz Ricard Durall J. Keuper DiffM 146 38 0 05 Jul 2023
SVDM: Single-View Diffusion Model for Pseudo-Stereo 3D Object Detection Yuguang Shi DiffM 106 0 0 05 Jul 2023
DiffFlow: A Unified SDE Framework for Score-Based Diffusion Models and Generative Adversarial Networks Jingwei Zhang Han Shi Jincheng Yu Enze Xie Zhenguo Li DiffM 70 3 0 05 Jul 2023
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis Dustin Podell Zion English Kyle Lacey A. Blattmann Tim Dockhorn Jonas Muller Joe Penna Robin Rombach 385 2,460 0 04 Jul 2023
ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning Gulcin Baykal Halil Faruk Karagoz T. Binhuraib Gözde B. Ünal VLM DiffM 55 4 0 04 Jul 2023
On the Constrained Time-Series Generation Problem Andrea Coletta Sriram Gopalakrishnan Daniel Borrajo Svitlana Vyetrenko DiffM AI4TS 112 40 0 04 Jul 2023
SwinGNN: Rethinking Permutation Invariance in Diffusion Models for Graph Generation Qi Yan Zhen-Long Liang Yang Song Renjie Liao Lele Wang DiffM 93 18 0 04 Jul 2023
Consistent Multimodal Generation via A Unified GAN Framework Zhen Zhu Yijun Li Wei-wei Lyu Krishna Kumar Singh Zhixin Shu Soeren Pirk Derek Hoiem 66 4 0 04 Jul 2023
MVDiffusion: Enabling Holistic Multi-view Image Generation with Correspondence-Aware Diffusion Shitao Tang Fuyang Zhang Jiacheng Chen Peng Wang Yasutaka Furukawa 140 157 0 03 Jul 2023
Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models Litu Rout Negin Raoof Giannis Daras Constantine Caramanis A. Dimakis Sanjay Shakkottai DiffM 128 108 0 02 Jul 2023
MissDiff: Training Diffusion Models on Tabular Data with Missing Values Yidong Ouyang Liyan Xie Chongxuan Li Guang Cheng DiffM 97 26 0 02 Jul 2023
DisCo: Disentangled Control for Realistic Human Dance Generation Tan Wang Linjie Li Kevin Qinghong Lin Yuanhao Zhai Chung-Ching Lin Zhengyuan Yang Hanwang Zhang Zicheng Liu Lijuan Wang VGen 143 89 0 30 Jun 2023
Stay on topic with Classifier-Free Guidance Guillaume Sanchez Honglu Fan Alexander Spangher Elad Levi Pawan Sasanka Ammanamanchi Stella Biderman 3DV 107 55 0 30 Jun 2023
Practical and Asymptotically Exact Conditional Sampling in Diffusion Models Luhuan Wu Brian L. Trippe C. A. Naesseth David M. Blei John P. Cunningham DiffM 121 102 0 30 Jun 2023
Counting Guidance for High Fidelity Text-to-Image Synthesis Wonjune Kang Kevin Galim H. Koo Nam Ik Cho DiffM 126 10 0 30 Jun 2023
Spiking Denoising Diffusion Probabilistic Models Jiahang Cao Ziqing Wang Hanzhong Guo Haotai Cheng Qiang Zhang Renjing Xu DiffM 97 19 0 29 Jun 2023
DreamDiffusion: Generating High-Quality Images from Brain EEG Signals Yun-Hao Bai Xintao Wang Yanpei Cao Yixiao Ge Chun Yuan Ying Shan DiffM 82 57 0 29 Jun 2023
Diff-Foley: Synchronized Video-to-Audio Synthesis with Latent Diffusion Models Simian Luo Chuanhao Yan Chenxu Hu Hang Zhao DiffM 105 83 0 29 Jun 2023
Improving Fairness in Deepfake Detection Yan Ju Shu Hu Shan Jia George H. Chen Siwei Lyu 143 35 0 29 Jun 2023
DiffComplete: Diffusion-based Generative 3D Shape Completion Ruihang Chu Enze Xie Shentong Mo Zhenguo Li Matthias Nießner Chi-Wing Fu Jiaya Jia DiffM 75 23 0 28 Jun 2023
DoseDiff: Distance-aware Diffusion Model for Dose Prediction in Radiotherapy Yiwen Zhang Chuanpu Li Liming Zhong Ze-xiang Chen Wei Yang Xuetao Wang DiffM MedIm 85 10 0 28 Jun 2023
PFB-Diff: Progressive Feature Blending Diffusion for Text-driven Image Editing Wenjing Huang Shikui Tu Lei Xu DiffM 87 17 0 28 Jun 2023
SVNR: Spatially-variant Noise Removal with Denoising Diffusion Naama Pearl Ya. A. Brodsky Dana Berman A. Zomet Alex Rav-Acha Daniel Cohen-Or Dani Lischinski DiffM 71 5 0 28 Jun 2023
Easing Color Shifts in Score-Based Diffusion Models Katherine Deck Tobias Bischoff DiffM 107 10 0 27 Jun 2023
High Fidelity Image Counterfactuals with Probabilistic Causal Models Fabio De Sousa Ribeiro Tian Xia M. Monteiro Nick Pawlowski Ben Glocker DiffM 91 40 0 27 Jun 2023
Face Morphing Attack Detection with Denoising Diffusion Probabilistic Models Marija Ivanovska Vitomir Štruc DiffM 58 11 0 27 Jun 2023
PoseDiffusion: Solving Pose Estimation via Diffusion-aided Bundle Adjustment Jianyuan Wang Christian Rupprecht David Novotny DiffM 108 83 0 27 Jun 2023
Trajectory Generation, Control, and Safety with Denoising Diffusion Probabilistic Models N. Botteghi Federico Califano M. Poel C. Brune DiffM AI4CE 72 11 0 27 Jun 2023
Anomaly Detection in Networks via Score-Based Generative Models Dmitrii Gavrilev Evgeny Burnaev 55 3 0 27 Jun 2023
ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion Yingjun Du Zehao Xiao Tianran Ouyang Cees G. M. Snoek DiffM 87 12 0 26 Jun 2023
DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models Ximing Xing Chuan Wang Haitao Zhou Jing Zhang Qian Yu Dong Xu DiffM 107 48 0 26 Jun 2023
Localized Text-to-Image Generation for Free via Cross Attention Control Yutong He Ruslan Salakhutdinov J. Zico Kolter DiffM 94 21 0 26 Jun 2023
Score-based Source Separation with Applications to Digital Communication Signals T. Jayashankar Gary C. F. Lee A. Lancho Amir Weiss Yury Polyanskiy Greg Wornell DiffM 68 7 0 26 Jun 2023
Text-Anchored Score Composition: Tackling Condition Misalignment in Text-to-Image Diffusion Models Luozhou Wang Guibao Shen Wenhang Ge Guangyong Chen Yijun Li Yingke Chen DiffM 80 4 0 26 Jun 2023
DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image Generation using Limited Data Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 117 11 0 25 Jun 2023
DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets Hyunwoo Oh Won-Ki Jeong MedIm DiffM 64 31 0 25 Jun 2023
SEEDS: Emulation of Weather Forecast Ensembles with Diffusion Models Lizao Li Rob Carver I. Lopez‐Gomez Fei Sha John R. Anderson DiffM 67 19 0 24 Jun 2023
Zero-shot spatial layout conditioning for text-to-image diffusion models Guillaume Couairon Marlene Careil Matthieu Cord Stéphane Lathuilière Jakob Verbeek VLM 77 65 0 23 Jun 2023
Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale Matt Le Apoorv Vyas Bowen Shi Brian Karrer Leda Sari ... Mary Williamson Vimal Manohar Yossi Adi Jay Mahadeokar Wei-Ning Hsu AuLLM 134 306 0 23 Jun 2023
DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology Marco Aversa Gabriel Nobis Miriam Hagele Kai Standvoss Mihaela Chirica ... D. Ivanova Wojciech Samek Frederick Klauschen B. Sanguinetti Luis Oala MedIm 100 23 0 23 Jun 2023