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Photorealistic Text-to-Image Diffusion Models with Deep Language
  Understanding

Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding

23 May 2022
Chitwan Saharia
William Chan
Saurabh Saxena
Lala Li
Jay Whang
Emily L. Denton
Seyed Kamyar Seyed Ghasemipour
Burcu Karagol Ayan
S. S. Mahdavi
Raphael Gontijo-Lopes
Tim Salimans
Jonathan Ho
David J Fleet
Mohammad Norouzi
    VLM
ArXiv (abs)PDFHTML

Papers citing "Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding"

50 / 1,364 papers shown
Title
Conditional Image-to-Video Generation with Latent Flow Diffusion Models
Conditional Image-to-Video Generation with Latent Flow Diffusion Models
Haomiao Ni
Changhao Shi
Kaican Li
Sharon X. Huang
Martin Renqiang Min
VGenDiffM
90
177
0
24 Mar 2023
CoBIT: A Contrastive Bi-directional Image-Text Generation Model
CoBIT: A Contrastive Bi-directional Image-Text Generation Model
Haoxuan You
Mandy Guo
Zhecan Wang
Kai-Wei Chang
Jason Baldridge
Jiahui Yu
DiffM
81
13
0
23 Mar 2023
Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video
  Generators
Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators
Levon Khachatryan
A. Movsisyan
Vahram Tadevosyan
Roberto Henschel
Zhangyang Wang
Shant Navasardyan
Humphrey Shi
VGen
88
581
0
23 Mar 2023
TAPS3D: Text-Guided 3D Textured Shape Generation from Pseudo Supervision
TAPS3D: Text-Guided 3D Textured Shape Generation from Pseudo Supervision
Jiacheng Wei
Hao Wang
Jiashi Feng
Guosheng Lin
Kim-Hui Yap
72
30
0
23 Mar 2023
Pix2Video: Video Editing using Image Diffusion
Pix2Video: Video Editing using Image Diffusion
Duygu Ceylan
C. Huang
Niloy J. Mitra
DiffMVGen
143
262
0
22 Mar 2023
The Prompt Artists
The Prompt Artists
Minsuk Chang
Stefania Druga
Alexander J. Fiannaca
P. Vergani
Chinmay Kulkarni
Carrie J. Cai
Michael Terry
56
66
0
22 Mar 2023
Compositional 3D Scene Generation using Locally Conditioned Diffusion
Compositional 3D Scene Generation using Locally Conditioned Diffusion
Ryan Po
Gordon Wetzstein
DiffM
107
89
0
21 Mar 2023
Affordance Diffusion: Synthesizing Hand-Object Interactions
Affordance Diffusion: Synthesizing Hand-Object Interactions
Yufei Ye
Xueting Li
Abhi Gupta
Shalini De Mello
Stan Birchfield
Jiaming Song
Shubham Tulsiani
Sifei Liu
DiffM
142
79
0
21 Mar 2023
Text2Room: Extracting Textured 3D Meshes from 2D Text-to-Image Models
Text2Room: Extracting Textured 3D Meshes from 2D Text-to-Image Models
Lukas Höllein
Ang Cao
Andrew Owens
Justin Johnson
Matthias Nießner
DiffM
130
182
0
21 Mar 2023
3D-CLFusion: Fast Text-to-3D Rendering with Contrastive Latent Diffusion
3D-CLFusion: Fast Text-to-3D Rendering with Contrastive Latent Diffusion
Yu-Jhe Li
Tao Xu
Ji Hou
Bichen Wu
Xiaoliang Dai
Albert Pumarola
Peizhao Zhang
Peter Vajda
Kris Kitani
DiffM
71
6
0
21 Mar 2023
Zero-1-to-3: Zero-shot One Image to 3D Object
Zero-1-to-3: Zero-shot One Image to 3D Object
Ruoshi Liu
Rundi Wu
Basile Van Hoorick
P. Tokmakov
Sergey Zakharov
Carl Vondrick
DiffM
153
1,113
0
20 Mar 2023
Cascaded Latent Diffusion Models for High-Resolution Chest X-ray
  Synthesis
Cascaded Latent Diffusion Models for High-Resolution Chest X-ray Synthesis
Tobias Weber
Michael Ingrisch
Bernd Bischl
David Rügamer
DiffMMedIm
75
28
0
20 Mar 2023
Discovering Interpretable Directions in the Semantic Latent Space of
  Diffusion Models
Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models
René Haas
Inbar Huberman-Spiegelglas
Rotem Mulayoff
Stella Graßhof
Sami S. Brandt
T. Michaeli
DiffM
88
43
0
20 Mar 2023
DialogPaint: A Dialog-based Image Editing Model
DialogPaint: A Dialog-based Image Editing Model
Jingxuan Wei
Shiyu Wu
Xin Jiang
Yequan Wang
KELMDiffM
82
5
0
17 Mar 2023
DIRE for Diffusion-Generated Image Detection
DIRE for Diffusion-Generated Image Detection
Zhendong Wang
Jianmin Bao
Wen-gang Zhou
Weilun Wang
Hezhen Hu
Hong Chen
Houqiang Li
97
220
0
16 Mar 2023
ResDiff: Combining CNN and Diffusion Model for Image Super-Resolution
ResDiff: Combining CNN and Diffusion Model for Image Super-Resolution
Shuyao Shang
Zhengyang Shan
Guangxing Liu
LunQian Wang
XingHua Wang
Zekai Zhang
Jingling Zhang
DiffM
118
98
0
15 Mar 2023
Edit-A-Video: Single Video Editing with Object-Aware Consistency
Edit-A-Video: Single Video Editing with Object-Aware Consistency
Chaehun Shin
Heeseung Kim
Che Hyun Lee
Sang-gil Lee
Sung-Hoon Yoon
DiffMVGen
193
57
0
14 Mar 2023
Diffusion Models in NLP: A Survey
Diffusion Models in NLP: A Survey
Yuansong Zhu
Yu Zhao
DiffMVLMMedIm
92
23
0
14 Mar 2023
DeltaEdit: Exploring Text-free Training for Text-Driven Image Manipulation
DeltaEdit: Exploring Text-free Training for Text-Driven Image Manipulation
Yueming Lyu
Tianwei Lin
Fu Li
Dongliang He
Jing Dong
Tien-Ping Tan
87
41
0
11 Mar 2023
3DGen: Triplane Latent Diffusion for Textured Mesh Generation
3DGen: Triplane Latent Diffusion for Textured Mesh Generation
Anchit Gupta
Wenhan Xiong
Yixin Nie
Anchit Gupta
Barlas Oğuz
DiffM
171
161
0
09 Mar 2023
A Comprehensive Survey of AI-Generated Content (AIGC): A History of
  Generative AI from GAN to ChatGPT
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT
Yihan Cao
Siyu Li
Yixin Liu
Zhiling Yan
Yutong Dai
Philip S. Yu
Lichao Sun
105
555
0
07 Mar 2023
Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic
  Analysis For DDIM-Type Samplers
Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-Type Samplers
Sitan Chen
Giannis Daras
A. Dimakis
DiffM
89
65
0
06 Mar 2023
StyO: Stylize Your Face in Only One-Shot
StyO: Stylize Your Face in Only One-Shot
Bonan li
Zicheng Zhang
Xuecheng Nie
Congying Han
Yinhan Hu
Tiande Guo
DiffM
125
6
0
06 Mar 2023
Unleashing Text-to-Image Diffusion Models for Visual Perception
Unleashing Text-to-Image Diffusion Models for Visual Perception
Wenliang Zhao
Yongming Rao
Zuyan Liu
Benlin Liu
Jie Zhou
Jiwen Lu
ObjDVLMMDE
249
233
0
03 Mar 2023
DSD$^2$: Can We Dodge Sparse Double Descent and Compress the Neural
  Network Worry-Free?
DSD2^22: Can We Dodge Sparse Double Descent and Compress the Neural Network Worry-Free?
Victor Quétu
Enzo Tartaglione
89
7
0
02 Mar 2023
Unlimited-Size Diffusion Restoration
Unlimited-Size Diffusion Restoration
Yinhuai Wang
Jiwen Yu
Runyi Yu
Jian Zhang
114
15
0
01 Mar 2023
Can We Use Diffusion Probabilistic Models for 3D Motion Prediction?
Can We Use Diffusion Probabilistic Models for 3D Motion Prediction?
Hyemin Ahn
Esteve Valls Mascaro
Dongheui Lee
VGenDiffM
81
23
0
28 Feb 2023
Benchmarking Deepart Detection
Benchmarking Deepart Detection
Yabin Wang
Zhiwu Huang
Xiaopeng Hong
105
11
0
28 Feb 2023
Enhanced Controllability of Diffusion Models via Feature Disentanglement and Realism-Enhanced Sampling Methods
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
ELITE: Encoding Visual Concepts into Textual Embeddings for Customized
  Text-to-Image Generation
ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation
Yuxiang Wei
Yabo Zhang
Zhilong Ji
Jinfeng Bai
Lei Zhang
W. Zuo
DiffM
107
329
0
27 Feb 2023
Directed Diffusion: Direct Control of Object Placement through Attention
  Guidance
Directed Diffusion: Direct Control of Object Placement through Attention Guidance
W. Ma
J. P. Lewis
Avisek Lahiri
Thomas Leung
W. Kleijn
DiffM
106
68
0
25 Feb 2023
Modulating Pretrained Diffusion Models for Multimodal Image Synthesis
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
To the Noise and Back: Diffusion for Shared Autonomy
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
Aligning Text-to-Image Models using Human Feedback
Aligning Text-to-Image Models using Human Feedback
Kimin Lee
Hao Liu
Moonkyung Ryu
Olivia Watkins
Yuqing Du
Craig Boutilier
Pieter Abbeel
Mohammad Ghavamzadeh
S. Gu
EGVM
136
285
0
23 Feb 2023
Entity-Level Text-Guided Image Manipulation
Entity-Level Text-Guided Image Manipulation
Yikai Wang
Jianan Wang
Guansong Lu
Hang Xu
Zhenguo Li
Wei Zhang
Yanwei Fu
VGen
68
3
0
22 Feb 2023
Personalized Privacy-Preserving Framework for Cross-Silo Federated
  Learning
Personalized Privacy-Preserving Framework for Cross-Silo Federated Learning
Van Tuan Tran
Huy Hieu Pham
Kok-Seng Wong
FedML
98
8
0
22 Feb 2023
Composer: Creative and Controllable Image Synthesis with Composable
  Conditions
Composer: Creative and Controllable Image Synthesis with Composable Conditions
Lianghua Huang
Di Chen
Yu Liu
Yujun Shen
Deli Zhao
Jingren Zhou
DiffM
110
292
0
20 Feb 2023
Affect-Conditioned Image Generation
Affect-Conditioned Image Generation
F. Ibarrola
R. Lulham
Kazjon Grace
DiffM
67
4
0
20 Feb 2023
T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for
  Text-to-Image Diffusion Models
T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models
Chong Mou
Xintao Wang
Liangbin Xie
Yanze Wu
Shuai Liu
Zhongang Qi
Ying Shan
Xiaohu Qie
DiffM
180
1,038
0
16 Feb 2023
LayoutDiffuse: Adapting Foundational Diffusion Models for
  Layout-to-Image Generation
LayoutDiffuse: Adapting Foundational Diffusion Models for Layout-to-Image Generation
Jiaxin Cheng
Xiao Liang
Xingjian Shi
Tong He
Tianjun Xiao
Mu Li
DiffM
82
69
0
16 Feb 2023
Denoising Diffusion Probabilistic Models for Robust Image
  Super-Resolution in the Wild
Denoising Diffusion Probabilistic Models for Robust Image Super-Resolution in the Wild
Hshmat Sahak
Daniel Watson
Chitwan Saharia
David Fleet
DiffM
79
53
0
15 Feb 2023
Data Forensics in Diffusion Models: A Systematic Analysis of Membership
  Privacy
Data Forensics in Diffusion Models: A Systematic Analysis of Membership Privacy
Derui Zhu
Dingfan Chen
Jens Grossklags
Mario Fritz
DiffM
86
14
0
15 Feb 2023
Score-based Diffusion Models in Function Space
Score-based Diffusion Models in Function Space
Jae Hyun Lim
Nikola B. Kovachki
Ricardo Baptista
Christopher Beckham
Kamyar Azizzadenesheli
...
Karsten Kreis
Jan Kautz
Christopher Pal
Arash Vahdat
Anima Anandkumar
DiffM
198
50
0
14 Feb 2023
VQ3D: Learning a 3D-Aware Generative Model on ImageNet
VQ3D: Learning a 3D-Aware Generative Model on ImageNet
Kyle Sargent
Jing Yu Koh
Han Zhang
Huiwen Chang
Charles Herrmann
Pratul P. Srinivasan
Jiajun Wu
Deqing Sun
106
31
0
14 Feb 2023
Robust Unsupervised StyleGAN Image Restoration
Robust Unsupervised StyleGAN Image Restoration
Yohan Poirier-Ginter
Jean-François Lalonde
109
18
0
13 Feb 2023
Symbolic Discovery of Optimization Algorithms
Symbolic Discovery of Optimization Algorithms
Xiangning Chen
Chen Liang
Da Huang
Esteban Real
Kaiyuan Wang
...
Xuanyi Dong
Thang Luong
Cho-Jui Hsieh
Yifeng Lu
Quoc V. Le
176
381
0
13 Feb 2023
Geometric Clifford Algebra Networks
Geometric Clifford Algebra Networks
David Ruhe
Jayesh K. Gupta
Steven De Keninck
Max Welling
Johannes Brandstetter
AI4CE
139
37
0
13 Feb 2023
Diffusion Models in Bioinformatics: A New Wave of Deep Learning
  Revolution in Action
Diffusion Models in Bioinformatics: A New Wave of Deep Learning Revolution in Action
Zhiye Guo
Jian Liu
Yanli Wang
Mengrui Chen
Duolin Wang
Dong Xu
Jianlin Cheng
MedImAI4CEDiffM
150
23
0
13 Feb 2023
Preconditioned Score-based Generative Models
Preconditioned Score-based Generative Models
He Ma
Xiatian Zhu
Xiatian Zhu
Jianfeng Feng
DiffM
138
6
0
13 Feb 2023
Transformer models: an introduction and catalog
Transformer models: an introduction and catalog
X. Amatriain
Ananth Sankar
Jie Bing
Praveen Kumar Bodigutla
Timothy J. Hazen
Michaeel Kazi
117
53
0
12 Feb 2023
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