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2105.05233
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Diffusion Models Beat GANs on Image Synthesis
11 May 2021
Prafulla Dhariwal
Alex Nichol
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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
282
0
24 Feb 2023
To the Noise and Back: Diffusion for Shared Autonomy
Takuma Yoneda
Luzhe Sun
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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
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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
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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
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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
P
C
2
PC^2
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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
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109
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