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Diffusion Models Beat GANs on Image Synthesis

Diffusion Models Beat GANs on Image Synthesis

11 May 2021
Prafulla Dhariwal
Alex Nichol
ArXivPDFHTML

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 4,845 papers shown
Title
The Creativity of Text-to-Image Generation
The Creativity of Text-to-Image Generation
J. Oppenlaender
14
191
0
13 May 2022
Deep Learning and Synthetic Media
Deep Learning and Synthetic Media
Raphaël Millière
13
18
0
11 May 2022
On Conditioning the Input Noise for Controlled Image Generation with
  Diffusion Models
On Conditioning the Input Noise for Controlled Image Generation with Diffusion Models
Vedant Singh
Surgan Jandial
Ayush Chopra
Siddharth Ramesh
Balaji Krishnamurthy
V. Balasubramanian
DiffM
22
16
0
08 May 2022
The ICML 2022 Expressive Vocalizations Workshop and Competition:
  Recognizing, Generating, and Personalizing Vocal Bursts
The ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts
Alice Baird
Panagiotis Tzirakis
Gauthier Gidel
Marco Jiralerspong
Eilif B. Muller
Kory W. Mathewson
Björn Schuller
Erik Cambria
D. Keltner
Alan S. Cowen
VLM
20
30
0
03 May 2022
Comparison of CoModGANs, LaMa and GLIDE for Art Inpainting- Completing
  M.C Escher's Print Gallery
Comparison of CoModGANs, LaMa and GLIDE for Art Inpainting- Completing M.C Escher's Print Gallery
Lucia Cipolina-Kun
Simone Caenazzo
Gaston Mazzei
16
2
0
03 May 2022
Subspace Diffusion Generative Models
Subspace Diffusion Generative Models
Bowen Jing
Gabriele Corso
Renato Berlinghieri
Tommi Jaakkola
DiffM
19
75
0
03 May 2022
Fast Sampling of Diffusion Models with Exponential Integrator
Fast Sampling of Diffusion Models with Exponential Integrator
Qinsheng Zhang
Yongxin Chen
DiffM
20
412
0
29 Apr 2022
An Overview of Recent Work in Media Forensics: Methods and Threats
An Overview of Recent Work in Media Forensics: Methods and Threats
Kratika Bhagtani
A. Yadav
Emily R. Bartusiak
Ziyue Xiang
Ruiting Shao
Sriram Baireddy
Edward J. Delp
AAML
42
25
0
26 Apr 2022
Semi-Parametric Neural Image Synthesis
Semi-Parametric Neural Image Synthesis
A. Blattmann
Robin Rombach
Kaan Oktay
Jonas Muller
Bjorn Ommer
DiffM
26
28
0
25 Apr 2022
StyleGAN-Human: A Data-Centric Odyssey of Human Generation
StyleGAN-Human: A Data-Centric Odyssey of Human Generation
Jianglin Fu
Shikai Li
Yuming Jiang
Kwan-Yee Lin
Chao Qian
Chen Change Loy
Wayne Wu
Ziwei Liu
3DH
41
147
0
25 Apr 2022
FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech
  Synthesis
FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis
Rongjie Huang
Max W. Y. Lam
J. Wang
Dan Su
Dong Yu
Yi Ren
Zhou Zhao
DiffM
16
164
0
21 Apr 2022
Physics vs. Learned Priors: Rethinking Camera and Algorithm Design for
  Task-Specific Imaging
Physics vs. Learned Priors: Rethinking Camera and Algorithm Design for Task-Specific Imaging
Tzofi Klinghoffer
S. Somasundaram
Kushagra Tiwary
Ramesh Raskar
21
8
0
21 Apr 2022
A Comprehensive Survey on Data-Efficient GANs in Image Generation
A Comprehensive Survey on Data-Efficient GANs in Image Generation
Ziqiang Li
Beihao Xia
Jing Zhang
Chaoyue Wang
Bin Li
19
33
0
18 Apr 2022
Simultaneous Multiple-Prompt Guided Generation Using Differentiable
  Optimal Transport
Simultaneous Multiple-Prompt Guided Generation Using Differentiable Optimal Transport
Yingtao Tian
Marco Cuturi
David R Ha
DiffM
OT
27
1
0
18 Apr 2022
Any-resolution Training for High-resolution Image Synthesis
Any-resolution Training for High-resolution Image Synthesis
Lucy Chai
Michael Gharbi
Eli Shechtman
Phillip Isola
Richard Y. Zhang
22
65
0
14 Apr 2022
MIMO Channel Estimation using Score-Based Generative Models
MIMO Channel Estimation using Score-Based Generative Models
Marius Arvinte
Jonathan I. Tamir
DiffM
19
49
0
14 Apr 2022
Controllable Video Generation through Global and Local Motion Dynamics
Controllable Video Generation through Global and Local Motion Dynamics
A. Davtyan
Paolo Favaro
12
9
0
13 Apr 2022
Synthesizing Adversarial Visual Scenarios for Model-Based Robotic
  Control
Synthesizing Adversarial Visual Scenarios for Model-Based Robotic Control
Shubhankar Agarwal
Sandeep P. Chinchali
AAML
25
4
0
13 Apr 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents
Hierarchical Text-Conditional Image Generation with CLIP Latents
Aditya A. Ramesh
Prafulla Dhariwal
Alex Nichol
Casey Chu
Mark Chen
VLM
DiffM
67
6,622
0
13 Apr 2022
Video Diffusion Models
Video Diffusion Models
Jonathan Ho
Tim Salimans
Alexey A. Gritsenko
William Chan
Mohammad Norouzi
David J. Fleet
DiffM
VGen
27
1,503
0
07 Apr 2022
PetroGAN: A novel GAN-based approach to generate realistic, label-free
  petrographic datasets
PetroGAN: A novel GAN-based approach to generate realistic, label-free petrographic datasets
I. Ferreira
L. Ochoa
A. Koeshidayatullah
GAN
10
1
0
07 Apr 2022
KNN-Diffusion: Image Generation via Large-Scale Retrieval
KNN-Diffusion: Image Generation via Large-Scale Retrieval
Shelly Sheynin
Oron Ashual
Adam Polyak
Uriel Singer
Oran Gafni
Eliya Nachmani
Yaniv Taigman
VLM
SyDa
DiffM
19
113
0
06 Apr 2022
The Swiss Army Knife for Image-to-Image Translation: Multi-Task
  Diffusion Models
The Swiss Army Knife for Image-to-Image Translation: Multi-Task Diffusion Models
J. Wolleb
Robin Sandkühler
Florentin Bieder
Philippe C. Cattin
MedIm
DiffM
16
32
0
06 Apr 2022
Perception Prioritized Training of Diffusion Models
Perception Prioritized Training of Diffusion Models
Jooyoung Choi
Jungbeom Lee
Chaehun Shin
Sungwon Kim
Hyunwoo J. Kim
Sung-Hoon Yoon
DiffM
22
232
0
01 Apr 2022
Generating High Fidelity Data from Low-density Regions using Diffusion
  Models
Generating High Fidelity Data from Low-density Regions using Diffusion Models
Vikash Sehwag
C. Hazirbas
Albert Gordo
Firat Ozgenel
Cristian Canton Ferrer
DiffM
25
66
0
31 Mar 2022
Speech Enhancement with Score-Based Generative Models in the Complex
  STFT Domain
Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain
Simon Welker
Julius Richter
Timo Gerkmann
DiffM
22
109
0
31 Mar 2022
Diffusion Models for Counterfactual Explanations
Diffusion Models for Counterfactual Explanations
Guillaume Jeanneret
Loïc Simon
F. Jurie
DiffM
16
54
0
29 Mar 2022
Face Verification Bypass
Face Verification Bypass
Sanjana Sarda
CVBM
19
0
0
28 Mar 2022
Large-scale Bilingual Language-Image Contrastive Learning
Large-scale Bilingual Language-Image Contrastive Learning
ByungSoo Ko
Geonmo Gu
VLM
17
14
0
28 Mar 2022
Denoising Likelihood Score Matching for Conditional Score-based Data
  Generation
Denoising Likelihood Score Matching for Conditional Score-based Data Generation
Chen-Hao Chao
Wei-Fang Sun
Bo Wun Cheng
Yi-Chen Lo
Chia-Che Chang
Yu-Lun Liu
Yu-Lin Chang
Chia-Ping Chen
Chun-Yi Lee
DiffM
16
38
0
27 Mar 2022
Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion
Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion
Tianpei Gu
Guangyi Chen
Junlong Li
Chunze Lin
Yongming Rao
Jie Zhou
Jiwen Lu
DiffM
VGen
27
192
0
25 Mar 2022
BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality
  Speech Synthesis
BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality Speech Synthesis
Max W. Y. Lam
J. Wang
Dan Su
Dong Yu
DiffM
23
92
0
25 Mar 2022
Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors
Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors
Oran Gafni
Adam Polyak
Oron Ashual
Shelly Sheynin
Devi Parikh
Yaniv Taigman
DiffM
17
510
0
24 Mar 2022
On the link between conscious function and general intelligence in
  humans and machines
On the link between conscious function and general intelligence in humans and machines
Arthur Juliani
Kai Arulkumaran
Shuntaro Sasai
Ryota Kanai
21
23
0
24 Mar 2022
MR Image Denoising and Super-Resolution Using Regularized Reverse
  Diffusion
MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion
Hyungjin Chung
Eunha Lee
Jong Chul Ye
DiffM
MedIm
23
110
0
23 Mar 2022
A survey on GANs for computer vision: Recent research, analysis and
  taxonomy
A survey on GANs for computer vision: Recent research, analysis and taxonomy
Guillermo Iglesias
Edgar Talavera
Alberto Díaz-Álvarez
EGVM
AI4TS
8
58
0
21 Mar 2022
Interpreting Class Conditional GANs with Channel Awareness
Interpreting Class Conditional GANs with Channel Awareness
Yin-Yin He
Zhiyi Zhang
Jiapeng Zhu
Yujun Shen
Qifeng Chen
GAN
8
1
0
21 Mar 2022
Image Super-Resolution With Deep Variational Autoencoders
Image Super-Resolution With Deep Variational Autoencoders
Darius Chira
Ilian Haralampiev
Ole Winther
Andrea Dittadi
Valentin Liévin
DRL
24
32
0
17 Mar 2022
A review of Generative Adversarial Networks for Electronic Health
  Records: applications, evaluation measures and data sources
A review of Generative Adversarial Networks for Electronic Health Records: applications, evaluation measures and data sources
Ghadeer O. Ghosheh
Jin Li
T. Zhu
14
31
0
14 Mar 2022
The Health Gym: Synthetic Health-Related Datasets for the Development of
  Reinforcement Learning Algorithms
The Health Gym: Synthetic Health-Related Datasets for the Development of Reinforcement Learning Algorithms
N. Kuo
Mark Polizzotto
S. Finfer
Federico Garcia
Anders Sönnerborg
Maurizio Zazzi
Michael Böhm
Louisa R Jorm
S. Barbieri
OOD
14
28
0
12 Mar 2022
KPE: Keypoint Pose Encoding for Transformer-based Image Generation
KPE: Keypoint Pose Encoding for Transformer-based Image Generation
Soon Yau Cheong
A. Mustafa
Andrew Gilbert
ViT
25
10
0
09 Mar 2022
Diffusion Models for Medical Anomaly Detection
Diffusion Models for Medical Anomaly Detection
J. Wolleb
Florentin Bieder
Robin Sandkühler
Philippe C. Cattin
MedIm
DiffM
33
260
0
08 Mar 2022
Dynamic Dual-Output Diffusion Models
Dynamic Dual-Output Diffusion Models
Yaniv Benny
Lior Wolf
DiffM
17
26
0
08 Mar 2022
Towards performant and reliable undersampled MR reconstruction via
  diffusion model sampling
Towards performant and reliable undersampled MR reconstruction via diffusion model sampling
Cheng-Fang Peng
Pengfei Guo
S. Kevin Zhou
Vishal M. Patel
Ramalingam Chellappa
MedIm
DiffM
25
91
0
08 Mar 2022
Score-Based Generative Models for Molecule Generation
Score-Based Generative Models for Molecule Generation
Dwaraknath Gnaneshwar
Bharath Ramsundar
Dhairya Gandhi
Rachel C. Kurchin
V. Viswanathan
DiffM
14
11
0
07 Mar 2022
Measurement-conditioned Denoising Diffusion Probabilistic Model for
  Under-sampled Medical Image Reconstruction
Measurement-conditioned Denoising Diffusion Probabilistic Model for Under-sampled Medical Image Reconstruction
Yutong Xie
Quanzheng Li
DiffM
MedIm
19
87
0
05 Mar 2022
Detecting GAN-generated Images by Orthogonal Training of Multiple CNNs
Detecting GAN-generated Images by Orthogonal Training of Multiple CNNs
S. Mandelli
Nicolò Bonettini
Paolo Bestagini
Stefano Tubaro
11
46
0
04 Mar 2022
Polarity Sampling: Quality and Diversity Control of Pre-Trained
  Generative Networks via Singular Values
Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values
Ahmed Imtiaz Humayun
Randall Balestriero
Richard Baraniuk
6
31
0
03 Mar 2022
Autoregressive Image Generation using Residual Quantization
Autoregressive Image Generation using Residual Quantization
Doyup Lee
Chiheon Kim
Saehoon Kim
Minsu Cho
Wook-Shin Han
VGen
168
325
0
03 Mar 2022
Conditional Simulation Using Diffusion Schrödinger Bridges
Conditional Simulation Using Diffusion Schrödinger Bridges
Yuyang Shi
Valentin De Bortoli
George Deligiannidis
Arnaud Doucet
DiffM
13
51
0
27 Feb 2022
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