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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
Learning multi-scale local conditional probability models of images Zahra Kadkhodaie Florentin Guth S. Mallat Eero P. Simoncelli DiffM 103 19 0 06 Mar 2023
SePaint: Semantic Map Inpainting via Multinomial Diffusion Zheng Chen Deepak Duggirala David J. Crandall Lei Jiang Lantao Liu DiffM 94 2 0 05 Mar 2023
How to Construct Energy for Images? Denoising Autoencoder Can Be Energy Based Model W. Zeng DiffM 68 1 0 05 Mar 2023
Synthetic ECG Signal Generation using Probabilistic Diffusion Models Edmond Adib Amanda Fernandez Fatemeh Afghah John J. Prevost DiffM 106 43 0 04 Mar 2023
A Complete Recipe for Diffusion Generative Models Kushagra Pandey Stephan Mandt DiffM 69 9 0 03 Mar 2023
Consistency Models Yang Song Prafulla Dhariwal Mark Chen Ilya Sutskever VLM DiffM 136 982 0 02 Mar 2023
3D generation on ImageNet Ivan Skorokhodov Aliaksandr Siarohin Yinghao Xu Jian Ren Hsin-Ying Lee Peter Wonka Sergey Tulyakov 127 55 0 02 Mar 2023
Defending against Adversarial Audio via Diffusion Model Shutong Wu Jiong Wang Ming-Yu Liu Weili Nie Chaowei Xiao DiffM 86 26 0 02 Mar 2023
Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation Diederik P. Kingma Ruiqi Gao DiffM 120 144 0 01 Mar 2023
Ensemble flow reconstruction in the atmospheric boundary layer from spatially limited measurements through latent diffusion models A. Rybchuk M. Hassanaly N. Hamilton P. Doubrawa Mitchell J. Fulton L. Martínez‐Tossas AI4CE DiffM 61 18 0 01 Mar 2023
Continuous-Time Functional Diffusion Processes Giulio Franzese Dario Rossi Simone Rossi Markus Heinonen Maurizio Filippone Pietro Michiardi 114 27 0 01 Mar 2023
StraIT: Non-autoregressive Generation with Stratified Image Transformer Shengju Qian Huiwen Chang Yuanzhen Li Zizhao Zhang Jiaya Jia Han Zhang 114 12 0 01 Mar 2023
Level Up the Deepfake Detection: a Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion Models Luca Guarnera O. Giudice Sebastiano Battiato 111 30 0 01 Mar 2023
Unlimited-Size Diffusion Restoration Yinhuai Wang Jiwen Yu Runyi Yu Jian Zhang 114 15 0 01 Mar 2023
Collage Diffusion Vishnu Sarukkai Linden Li Arden Ma Christopher Ré Kayvon Fatahalian DiffM 82 27 0 01 Mar 2023
Single Image Backdoor Inversion via Robust Smoothed Classifiers Mingjie Sun Zico Kolter AAML 64 13 0 01 Mar 2023
Diffusion Probabilistic Fields Peiye Zhuang Samira Abnar Jiatao Gu Alex Schwing Joshua M. Susskind Miguel Angel Bautista DiffM 66 24 0 01 Mar 2023
Monocular Depth Estimation using Diffusion Models Saurabh Saxena Abhishek Kar Mohammad Norouzi David J. Fleet DiffM VLM MDE 109 86 0 28 Feb 2023
TextIR: A Simple Framework for Text-based Editable Image Restoration Yun-Hao Bai Cairong Wang Shuzhao Xie Chao Dong Chun Yuan Zhi Wang DiffM 115 15 0 28 Feb 2023
Synthesizing Mixed-type Electronic Health Records using Diffusion Models T. Ceritli Ghadeer O. Ghosheh V. Chauhan T. Zhu Andrew P. Creagh David Clifton MedIm DiffM 92 19 0 28 Feb 2023
Efficient Masked Autoencoders with Self-Consistency Zhaowen Li Yousong Zhu Zhiyang Chen Wei Li Chaoyang Zhao Rui Zhao Ming Tang Jinqiao Wang 136 2 0 28 Feb 2023
A Study of Comfortability between Interactive AI and Human Yi Ru Wang Jiafei Duan Sidharth Talia Hao Zhu 109 1 0 28 Feb 2023
ReorientDiff: Diffusion Model based Reorientation for Object Manipulation Utkarsh Aashu Mishra Yongxin Chen 108 20 0 28 Feb 2023
Enhanced Controllability of Diffusion Models via Feature Disentanglement and Realism-Enhanced Sampling Methods Wonwoong Cho Hareesh Ravi Midhun Harikumar V. Khuc Krishna Kumar Singh Jingwan Lu David I. Inouye Ajinkya Kale DiffM 161 7 0 28 Feb 2023
Differentially Private Diffusion Models Generate Useful Synthetic Images Sahra Ghalebikesabi Leonard Berrada Sven Gowal Ira Ktena Robert Stanforth Jamie Hayes Soham De Samuel L. Smith Olivia Wiles Borja Balle DiffM 76 75 0 27 Feb 2023
Imaginary Voice: Face-styled Diffusion Model for Text-to-Speech Jiyoung Lee Joon Son Chung Soo-Whan Chung DiffM 101 31 0 27 Feb 2023
Spatial-temporal Transformer-guided Diffusion based Data Augmentation for Efficient Skeleton-based Action Recognition Yifan Jiang Han Chen Hanseok Ko DiffM 109 4 0 26 Feb 2023
Diffusion Model-Augmented Behavioral Cloning Shangcheng Chen Hsiang-Chun Wang Ming-Hao Hsu Chun-Mao Lai Shao-Hua Sun DiffM 150 31 0 26 Feb 2023
Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance Yoonjeon Kim Hyunsung Kim Junho Kim Yunjey Choi Eunho Yang 108 1 0 26 Feb 2023
BrainCLIP: Bridging Brain and Visual-Linguistic Representation Via CLIP for Generic Natural Visual Stimulus Decoding Yulong Liu Yongqiang Ma Wei Zhou Guibo Zhu Nanning Zheng VLM 79 35 0 25 Feb 2023
Denoising diffusion algorithm for inverse design of microstructures with fine-tuned nonlinear material properties Nikolaos N. Vlassis WaiChing Sun AI4CE DiffM 116 51 0 24 Feb 2023
Modulating Pretrained Diffusion Models for Multimodal Image Synthesis Cusuh Ham James Hays Jingwan Lu Krishna Kumar Singh Zhifei Zhang Tobias Hinz DiffM 102 24 0 24 Feb 2023
Unsupervised Discovery of Semantic Latent Directions in Diffusion Models Yong-Hyun Park Mingi Kwon Junghyo Jo Youngjung Uh DiffM 111 24 0 24 Feb 2023
Towards Stable Test-Time Adaptation in Dynamic Wild World Shuaicheng Niu Jiaxiang Wu Yifan Zhang Z. Wen Yaofo Chen P. Zhao Mingkui Tan TTA 116 281 0 24 Feb 2023
To the Noise and Back: Diffusion for Shared Autonomy Takuma Yoneda Luzhe Sun Ge Yang Bradly C. Stadie Matthew R. Walter DiffM 91 29 0 23 Feb 2023
Encoder-based Domain Tuning for Fast Personalization of Text-to-Image Models Rinon Gal Moab Arar Yuval Atzmon Amit H. Bermano Gal Chechik Daniel Cohen-Or DiffM 141 200 0 23 Feb 2023
Region-Aware Diffusion for Zero-shot Text-driven Image Editing Nisha Huang Fan Tang Weiming Dong Tong-Yee Lee Changsheng Xu DiffM 108 26 0 23 Feb 2023
Controlled and Conditional Text to Image Generation with Diffusion Prior Pranav Aggarwal Hareesh Ravi Naveen Marri Sachin Kelkar F. Chen ... Alvin Ghouas Sarah Saber Malavika Ramprasad Baldo Faieta Ajinkya Kale DiffM 102 7 0 23 Feb 2023
Reduce, Reuse, Recycle: Compositional Generation with Energy-Based Diffusion Models and MCMC Yilun Du Conor Durkan Robin Strudel J. Tenenbaum Sander Dieleman Rob Fergus Jascha Narain Sohl-Dickstein Arnaud Doucet Will Grathwohl DiffM 140 148 0 22 Feb 2023
Scaling Robot Learning with Semantically Imagined Experience Tianhe Yu Ted Xiao Austin Stone Jonathan Tompson Anthony Brohan ... M. Dee Jodilyn Peralta Brian Ichter Karol Hausman F. Xia LM&Ro DiffM 96 155 0 22 Feb 2023
Test-Time Distribution Normalization for Contrastively Learned Vision-language Models Yi Zhou Juntao Ren Fengyu Li Ramin Zabih Ser-Nam Lim VLM 98 15 0 22 Feb 2023
On Calibrating Diffusion Probabilistic Models Tianyu Pang Cheng Lu Chao Du Min Lin Shuicheng Yan Zhijie Deng DiffM 106 2 0 21 Feb 2023
$PC^2$ : Projection-Conditioned Point Cloud Diffusion for Single-Image 3D Reconstruction Luke Melas-Kyriazi Christian Rupprecht Andrea Vedaldi DiffM 146 84 0 21 Feb 2023
RealFusion: 360° Reconstruction of Any Object from a Single Image Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi 172 301 0 21 Feb 2023
Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels Zebin You Yong Zhong Fan Bao Jiacheng Sun Chongxuan Li Jun Zhu DiffM VLM 283 42 0 21 Feb 2023
Diffusion Probabilistic Models for Structured Node Classification Hyosoon Jang Seonghyun Park Sangwoo Mo SungSoo Ahn DiffM 90 3 0 21 Feb 2023
Towards Universal Fake Image Detectors that Generalize Across Generative Models Utkarsh Ojha Yuheng Li Yong Jae Lee 88 241 0 20 Feb 2023
Cross-domain Compositing with Pretrained Diffusion Models Roy Hachnochi Mingrui Zhao Nadav Orzech Rinon Gal Ali Mahdavi-Amiri Daniel Cohen-Or Amit H. Bermano DiffM 127 17 0 20 Feb 2023
NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion Jiatao Gu Alex Trevithick Kai-En Lin J. Susskind Christian Theobalt Lingjie Liu R. Ramamoorthi DiffM VGen 117 174 0 20 Feb 2023
Discouraging posterior collapse in hierarchical Variational Autoencoders using context Anna Kuzina Jakub M. Tomczak BDL DRL 109 1 0 20 Feb 2023