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Scaling Autoregressive Models for Content-Rich Text-to-Image Generation

Scaling Autoregressive Models for Content-Rich Text-to-Image Generation

Jiahui Yu
Yuanzhong Xu
Jing Yu Koh
Thang Luong
Gunjan Baid
Zirui Wang
Vijay Vasudevan
Alexander Ku
Yinfei Yang
Burcu Karagol Ayan
Ben Hutchinson
Wei Han
Zarana Parekh
Xin Li
Han Zhang
Jason Baldridge
Yonghui Wu
    EGVM
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Papers citing "Scaling Autoregressive Models for Content-Rich Text-to-Image Generation"

50 / 899 papers shown
Title
MagicStick: Controllable Video Editing via Control Handle Transformations
MagicStick: Controllable Video Editing via Control Handle Transformations
Yue Ma
Xiaodong Cun
Yin-Yin He
Chenyang Qi
Xintao Wang
Ying Shan
Xiu Li
Qifeng Chen
VGen
120
26
0
05 Dec 2023
Customization Assistant for Text-to-image Generation
Customization Assistant for Text-to-image Generation
Yufan Zhou
Ruiyi Zhang
Jiuxiang Gu
Tongfei Sun
DiffM
85
12
0
05 Dec 2023
Stable Diffusion Exposed: Gender Bias from Prompt to Image
Stable Diffusion Exposed: Gender Bias from Prompt to Image
Yankun Wu
Yuta Nakashima
Noa Garcia
94
18
0
05 Dec 2023
Orthogonal Adaptation for Modular Customization of Diffusion Models
Orthogonal Adaptation for Modular Customization of Diffusion Models
Ryan Po
Guandao Yang
Kfir Aberman
Gordon Wetzstein
DiffM
87
30
0
05 Dec 2023
A Contrastive Compositional Benchmark for Text-to-Image Synthesis: A Study with Unified Text-to-Image Fidelity Metrics
A Contrastive Compositional Benchmark for Text-to-Image Synthesis: A Study with Unified Text-to-Image Fidelity Metrics
Xiangru Zhu
Penglei Sun
Chengyu Wang
Jingping Liu
Zhixu Li
Yanghua Xiao
Jun Huang
CoGe
210
7
0
04 Dec 2023
InstructBooth: Instruction-following Personalized Text-to-Image Generation
InstructBooth: Instruction-following Personalized Text-to-Image Generation
Daewon Chae
Nokyung Park
Jinkyu Kim
Kimin Lee
DiffM
38
11
0
04 Dec 2023
GIVT: Generative Infinite-Vocabulary Transformers
GIVT: Generative Infinite-Vocabulary Transformers
Michael Tschannen
Cian Eastwood
Fabian Mentzer
102
41
0
04 Dec 2023
DiverseDream: Diverse Text-to-3D Synthesis with Augmented Text Embedding
DiverseDream: Diverse Text-to-3D Synthesis with Augmented Text Embedding
Uy Dieu Tran
Minh Luu
P. Nguyen
K. Nguyen
Binh-Son Hua
98
1
0
02 Dec 2023
Diffusion Handles: Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D
Diffusion Handles: Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D
Karran Pandey
Paul Guerrero
Matheus Gadelha
Yannick Hold-Geoffroy
Karan Singh
Niloy Mitra
DiffM
80
33
0
02 Dec 2023
Enhancing Diffusion Models with 3D Perspective Geometry Constraints
Enhancing Diffusion Models with 3D Perspective Geometry Constraints
Rishi Upadhyay
Howard Zhang
Yunhao Ba
Ethan Yang
Blake Gella
Sicheng Jiang
Alex Wong
A. Kadambi
90
11
0
01 Dec 2023
Segment and Caption Anything
Segment and Caption Anything
Xiaoke Huang
Jianfeng Wang
Yansong Tang
Zheng Zhang
Han Hu
Jiwen Lu
Lijuan Wang
Zicheng Liu
MLLMVLM
90
21
0
01 Dec 2023
DeepCache: Accelerating Diffusion Models for Free
DeepCache: Accelerating Diffusion Models for Free
Xinyin Ma
Gongfan Fang
Xinchao Wang
136
152
0
01 Dec 2023
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers
Ioannis Kakogeorgiou
Spyros Gidaris
Konstantinos Karantzalos
N. Komodakis
ViTOCL
129
16
0
01 Dec 2023
Rethinking FID: Towards a Better Evaluation Metric for Image Generation
Rethinking FID: Towards a Better Evaluation Metric for Image Generation
Sadeep Jayasumana
Srikumar Ramalingam
Andreas Veit
Daniel Glasner
Ayan Chakrabarti
Sanjiv Kumar
EGVM
67
151
0
30 Nov 2023
One-step Diffusion with Distribution Matching Distillation
One-step Diffusion with Distribution Matching Distillation
Tianwei Yin
Michael Gharbi
Richard Zhang
Eli Shechtman
Frédo Durand
William T. Freeman
Taesung Park
DiffM
221
282
0
30 Nov 2023
4D-fy: Text-to-4D Generation Using Hybrid Score Distillation Sampling
4D-fy: Text-to-4D Generation Using Hybrid Score Distillation Sampling
Sherwin Bahmani
Ivan Skorokhodov
Victor Rong
Gordon Wetzstein
Leonidas Guibas
Peter Wonka
Sergey Tulyakov
Jeong Joon Park
Andrea Tagliasacchi
David B. Lindell
DiffM
143
112
0
29 Nov 2023
Rethinking Image Editing Detection in the Era of Generative AI Revolution
Rethinking Image Editing Detection in the Era of Generative AI Revolution
Zhihao Sun
Haipeng Fang
Xinying Zhao
Danding Wang
Juan Cao
91
10
0
29 Nov 2023
DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback
DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback
Jiao Sun
Deqing Fu
Yushi Hu
Su Wang
Royi Rassin
...
Dana Alon
Charles Herrmann
Sjoerd van Steenkiste
Ranjay Krishna
Cyrus Rashtchian
EGVM
97
43
0
29 Nov 2023
Adversarial Diffusion Distillation
Adversarial Diffusion Distillation
Axel Sauer
Dominik Lorenz
A. Blattmann
Robin Rombach
224
389
0
28 Nov 2023
Ranni: Taming Text-to-Image Diffusion for Accurate Instruction Following
Ranni: Taming Text-to-Image Diffusion for Accurate Instruction Following
Yutong Feng
Biao Gong
Di Chen
Yujun Shen
Yu Liu
Jingren Zhou
DiffM
119
50
0
28 Nov 2023
Reason out Your Layout: Evoking the Layout Master from Large Language Models for Text-to-Image Synthesis
Reason out Your Layout: Evoking the Layout Master from Large Language Models for Text-to-Image Synthesis
Xiaohui Chen
Yongfei Liu
Yingxiang Yang
Jianbo Yuan
Quanzeng You
Liping Liu
Hongxia Yang
DiffM
86
13
0
28 Nov 2023
Efficient Multimodal Diffusion Models Using Joint Data Infilling with Partially Shared U-Net
Efficient Multimodal Diffusion Models Using Joint Data Infilling with Partially Shared U-Net
Zizhao Hu
Shaochong Jia
Mohammad Rostami
DiffMMedIm
50
0
0
28 Nov 2023
Text-Driven Image Editing via Learnable Regions
Text-Driven Image Editing via Learnable Regions
Yuanze Lin
Yi-Wen Chen
Yi-Hsuan Tsai
Lu Jiang
Ming-Hsuan Yang
DiffM
103
20
0
28 Nov 2023
Manifold Preserving Guided Diffusion
Manifold Preserving Guided Diffusion
Yutong He
Naoki Murata
Chieh-Hsin Lai
Yuhta Takida
Toshimitsu Uesaka
...
Wei-Hsiang Liao
Yuki Mitsufuji
J. Zico Kolter
Ruslan Salakhutdinov
Stefano Ermon
DiffM
175
81
0
28 Nov 2023
IG Captioner: Information Gain Captioners are Strong Zero-shot Classifiers
IG Captioner: Information Gain Captioners are Strong Zero-shot Classifiers
Chenglin Yang
Siyuan Qiao
Yuan Cao
Yu Zhang
Tao Zhu
Alan Yuille
Jiahui Yu
VLM
54
3
0
27 Nov 2023
Learning Disentangled Identifiers for Action-Customized Text-to-Image Generation
Learning Disentangled Identifiers for Action-Customized Text-to-Image Generation
Siteng Huang
Biao Gong
Yutong Feng
Xi Chen
Yu Fu
Yu Liu
Donglin Wang
DiffM
68
14
0
27 Nov 2023
Check, Locate, Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation
Check, Locate, Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation
Biao Gong
Siteng Huang
Yutong Feng
Shiwei Zhang
Yuyuan Li
Yu Liu
DiffM
110
13
0
27 Nov 2023
Reinforcement Learning from Diffusion Feedback: Q* for Image Search
Reinforcement Learning from Diffusion Feedback: Q* for Image Search
Aboli Rajan Marathe
VLM
93
0
0
27 Nov 2023
Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation
Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation
Yuhui Zhang
Brandon McKinzie
Zhe Gan
Vaishaal Shankar
Alexander Toshev
38
3
0
27 Nov 2023
Paragraph-to-Image Generation with Information-Enriched Diffusion Model
Paragraph-to-Image Generation with Information-Enriched Diffusion Model
Weijia Wu
Zhuang Li
Yefei He
Mike Zheng Shou
Chunhua Shen
Lele Cheng
Yan Li
Yan Li
Di Zhang
VLM
230
25
0
24 Nov 2023
Steal My Artworks for Fine-tuning? A Watermarking Framework for Detecting Art Theft Mimicry in Text-to-Image Models
Steal My Artworks for Fine-tuning? A Watermarking Framework for Detecting Art Theft Mimicry in Text-to-Image Models
Ge Luo
Junqiang Huang
Manman Zhang
Zhenxing Qian
Sheng Li
Xinpeng Zhang
WIGM
65
9
0
22 Nov 2023
Diffusion Model Alignment Using Direct Preference Optimization
Diffusion Model Alignment Using Direct Preference Optimization
Bram Wallace
Meihua Dang
Rafael Rafailov
Linqi Zhou
Aaron Lou
Senthil Purushwalkam
Stefano Ermon
Caiming Xiong
Shafiq Joty
Nikhil Naik
EGVM
159
288
0
21 Nov 2023
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
Daesoo Lee
Sara Malacarne
Erlend Aune
AI4TS
115
12
0
21 Nov 2023
Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning
Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning
Rohit Girdhar
Mannat Singh
Andrew Brown
Quentin Duval
S. Azadi
Sai Saketh Rambhatla
Akbar Shah
Xi Yin
Devi Parikh
Ishan Misra
DiffMVGen
129
209
0
17 Nov 2023
Characterizing Tradeoffs in Language Model Decoding with Informational Interpretations
Characterizing Tradeoffs in Language Model Decoding with Informational Interpretations
Chung-Ching Chang
William W. Cohen
Yun-hsuan Sung
39
0
0
16 Nov 2023
Intelligent Generation of Graphical Game Assets: A Conceptual Framework and Systematic Review of the State of the Art
Intelligent Generation of Graphical Game Assets: A Conceptual Framework and Systematic Review of the State of the Art
Kaisei Fukaya
Damon Daylamani-Zad
Harry Agius
108
2
0
16 Nov 2023
UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs
UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs
Yanwu Xu
Yang Zhao
Zhisheng Xiao
Tingbo Hou
217
121
0
14 Nov 2023
Holistic Evaluation of Text-To-Image Models
Holistic Evaluation of Text-To-Image Models
Tony Lee
Michihiro Yasunaga
Chenlin Meng
Yifan Mai
Joon Sung Park
...
Jun-Yan Zhu
Fei-Fei Li
Jiajun Wu
Stefano Ermon
Percy Liang
241
139
0
07 Nov 2023
De-Diffusion Makes Text a Strong Cross-Modal Interface
De-Diffusion Makes Text a Strong Cross-Modal Interface
Chen Wei
Chenxi Liu
Siyuan Qiao
Zhishuai Zhang
Alan Yuille
Jiahui Yu
VLMDiffM
103
11
0
01 Nov 2023
The Generative AI Paradox: "What It Can Create, It May Not Understand"
The Generative AI Paradox: "What It Can Create, It May Not Understand"
Peter West
Ximing Lu
Nouha Dziri
Faeze Brahman
Linjie Li
...
Khyathi Chandu
Benjamin Newman
Pang Wei Koh
Allyson Ettinger
Yejin Choi
AIMat
89
79
0
31 Oct 2023
Diversity and Diffusion: Observations on Synthetic Image Distributions with Stable Diffusion
Diversity and Diffusion: Observations on Synthetic Image Distributions with Stable Diffusion
David Marwood
S. Baluja
Y. Alon
DiffM
96
6
0
31 Oct 2023
Transformation vs Tradition: Artificial General Intelligence (AGI) for Arts and Humanities
Transformation vs Tradition: Artificial General Intelligence (AGI) for Arts and Humanities
Zheng Liu
Yiwei Li
Qian Cao
Junwen Chen
Tianze Yang
...
John Gibbs
Khaled Rasheed
Ninghao Liu
Gengchen Mai
Tianming Liu
AI4CE
129
10
0
30 Oct 2023
VideoCrafter1: Open Diffusion Models for High-Quality Video Generation
VideoCrafter1: Open Diffusion Models for High-Quality Video Generation
Haoxin Chen
Menghan Xia
Yin-Yin He
Yong Zhang
Xiaodong Cun
...
Yaofang Liu
Qifeng Chen
Xintao Wang
Chao-Liang Weng
Ying Shan
DiffM
99
314
0
30 Oct 2023
Generated Distributions Are All You Need for Membership Inference Attacks Against Generative Models
Generated Distributions Are All You Need for Membership Inference Attacks Against Generative Models
Minxing Zhang
Ning Yu
Rui Wen
Michael Backes
Yang Zhang
DiffM
55
19
0
30 Oct 2023
Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation
Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation
Jaemin Cho
Yushi Hu
Roopal Garg
Peter Anderson
Ranjay Krishna
Jason Baldridge
Mohit Bansal
Jordi Pont-Tuset
Su Wang
EGVM
84
81
0
27 Oct 2023
Noise-Free Score Distillation
Noise-Free Score Distillation
Oren Katzir
Or Patashnik
Daniel Cohen-Or
Dani Lischinski
DiffM
112
71
0
26 Oct 2023
HyperFields: Towards Zero-Shot Generation of NeRFs from Text
HyperFields: Towards Zero-Shot Generation of NeRFs from Text
Sudarshan Babu
Richard Liu
Avery Zhou
Michael Maire
Greg Shakhnarovich
Rana Hanocka
AI4CE
111
11
0
26 Oct 2023
A Picture is Worth a Thousand Words: Principled Recaptioning Improves Image Generation
A Picture is Worth a Thousand Words: Principled Recaptioning Improves Image Generation
Eyal Segalis
Dani Valevski
Danny Lumen
Yossi Matias
Yaniv Leviathan
DiffM
112
26
0
25 Oct 2023
Fuse Your Latents: Video Editing with Multi-source Latent Diffusion Models
Fuse Your Latents: Video Editing with Multi-source Latent Diffusion Models
Tianyi Lu
Xing Zhang
Jiaxi Gu
Hang Xu
Renjing Pei
Songcen Xu
Zuxuan Wu
DiffMVGen
71
5
0
25 Oct 2023
On the Proactive Generation of Unsafe Images From Text-To-Image Models Using Benign Prompts
On the Proactive Generation of Unsafe Images From Text-To-Image Models Using Benign Prompts
Yixin Wu
Ning Yu
Michael Backes
Yun Shen
Yang Zhang
DiffM
153
8
0
25 Oct 2023

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