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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
Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models Z. Y. Wan Ricardo Baptista Yi-fan Chen John R. Anderson Anudhyan Boral Fei Sha Leonardo Zepeda-Núñez DiffM 101 24 0 24 May 2023
Manifold Diffusion Fields Ahmed A. A. Elhag Yuyang Wang J. Susskind Miguel Angel Bautista DiffM AI4CE 81 6 0 24 May 2023
Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps Mingxiao Li Tingyu Qu Ruicong Yao Wei Sun Marie-Francine Moens DiffM 105 42 0 24 May 2023
Unsupervised Semantic Correspondence Using Stable Diffusion Eric Hedlin Gopal Sharma Shweta Mahajan Hossam N. Isack Abhishek Kar Andrea Tagliasacchi K. M. Yi DiffM 106 96 0 24 May 2023
Sin3DM: Learning a Diffusion Model from a Single 3D Textured Shape Rundi Wu Ruoshi Liu Carl Vondrick Changxi Zheng DiffM 124 25 0 24 May 2023
A Neural Space-Time Representation for Text-to-Image Personalization Yuval Alaluf Elad Richardson G. Metzer Daniel Cohen-Or DiffM 106 100 0 24 May 2023
Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution Yi Ma Huan Yang Wenhan Yang Jianlong Fu Jiaying Liu DiffM 95 7 0 24 May 2023
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence Junyi Zhang Charles Herrmann Junhwa Hur Luisa Polania Cabrera Varun Jampani Deqing Sun Ming-Hsuan Yang DiffM 106 188 0 24 May 2023
Training on Thin Air: Improve Image Classification with Generated Data Yongchao Zhou Hshmat Sahak Jimmy Ba DiffM 85 47 0 24 May 2023
Robust Classification via a Single Diffusion Model Huanran Chen Yinpeng Dong Zhengyi Wang Xiaohu Yang Chen-Dong Duan Hang Su Jun Zhu 154 60 0 24 May 2023
DiffBlender: Scalable and Composable Multimodal Text-to-Image Diffusion Models Sungnyun Kim Junsoo Lee Kibeom Hong Daesik Kim Namhyuk Ahn DiffM 88 15 0 24 May 2023
Text encoders bottleneck compositionality in contrastive vision-language models Amita Kamath Jack Hessel Kai-Wei Chang CoGe CLIP VLM 92 21 0 24 May 2023
DuDGAN: Improving Class-Conditional GANs via Dual-Diffusion Tae-Jung Yeom Minhyeok Lee DiffM 58 7 0 24 May 2023
David helps Goliath: Inference-Time Collaboration Between Small Specialized and Large General Diffusion LMs Xiaochuang Han Sachin Kumar Yulia Tsvetkov Marjan Ghazvininejad DiffM 103 4 0 24 May 2023
ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation Dongxu Yue Qin Guo Munan Ning Jiaxi Cui Yuesheng Zhu Liuliang Yuan DiffM 83 13 0 24 May 2023
BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing Dongxu Li Junnan Li Steven C. H. Hoi 105 331 0 24 May 2023
Optimal Linear Subspace Search: Learning to Construct Fast and High-Quality Schedulers for Diffusion Models Zhongjie Duan Chengyu Wang Cen Chen Jun Huang Weining Qian DiffM 66 12 0 24 May 2023
T1: Scaling Diffusion Probabilistic Fields to High-Resolution on Unified Visual Modalities Kangfu Mei Mo Zhou Vishal M. Patel DiffM 87 1 0 24 May 2023
A Survey of Diffusion Models in Natural Language Processing Hao-Li Zou Zae Myung Kim Dongyeop Kang DiffM MedIm 67 13 0 24 May 2023
Differentially Private Synthetic Data via Foundation Model APIs 1: Images Zinan Lin Sivakanth Gopi Janardhan Kulkarni Harsha Nori Sergey Yekhanin 178 44 0 24 May 2023
NCHO: Unsupervised Learning for Neural 3D Composition of Humans and Objects Taeksoo Kim Shunsuke Saito Hanbyul Joo 3DH 74 12 0 23 May 2023
DirecT2V: Large Language Models are Frame-Level Directors for Zero-Shot Text-to-Video Generation Susung Hong Junyoung Seo Heeseong Shin Sung‐Jin Hong Seung Wook Kim DiffM VGen 106 36 0 23 May 2023
SEEDS: Exponential SDE Solvers for Fast High-Quality Sampling from Diffusion Models Martin Gonzalez N. Fernández T. Tran Elies Gherbi H. Hajri N. Masmoudi DiffM 101 26 0 23 May 2023
Improved Convergence of Score-Based Diffusion Models via Prediction-Correction Francesco Pedrotti J. Maas Marco Mondelli DiffM 111 15 0 23 May 2023
ZET-Speech: Zero-shot adaptive Emotion-controllable Text-to-Speech Synthesis with Diffusion and Style-based Models Minki Kang Wooseok Han Sung Ju Hwang Eunho Yang DiffM 87 19 0 23 May 2023
WaveDM: Wavelet-Based Diffusion Models for Image Restoration Yi Huang Jiancheng Huang Jianzhuang Liu Mingfu Yan Yu Dong Jiaxi Lv Chaoqi Chen Shifeng Chen 107 45 0 23 May 2023
Enhanced Fine-grained Motion Diffusion for Text-driven Human Motion Synthesis Dong Wei Xiaoning Sun Huaijiang Sun Bin Li Sheng-liang Hu Weiqing Li Jian-Zhou Lu DiffM 79 10 0 23 May 2023
LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models Long Lian Boyi Li Adam Yala Trevor Darrell 106 164 0 23 May 2023
DiffProtect: Generate Adversarial Examples with Diffusion Models for Facial Privacy Protection Jiang-Long Liu Chun Pong Lau Ramalingam Chellappa DiffM 78 32 0 23 May 2023
FluentSpeech: Stutter-Oriented Automatic Speech Editing with Context-Aware Diffusion Models Ziyue Jiang Qiang Yang Jia-li Zuo Zhe Ye Rongjie Huang Yixiang Ren Zhou Zhao DiffM 99 17 0 23 May 2023
Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation Mengqi Huang Zhendong Mao Quang Wang Yongdong Zhang VGen DiffM 127 23 0 23 May 2023
Generalizable Synthetic Image Detection via Language-guided Contrastive Learning Haiwei Wu Jiantao Zhou Shile Zhang 209 30 0 23 May 2023
LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On Davide Morelli Alberto Baldrati Giuseppe Cartella Marcella Cornia Marco Bertini Rita Cucchiara DiffM 151 116 0 22 May 2023
VDT: General-purpose Video Diffusion Transformers via Mask Modeling Haoyu Lu Guoxing Yang Nanyi Fei Yuqi Huo Zhiwu Lu Ping Luo Mingyu Ding DiffM VGen 77 68 0 22 May 2023
If at First You Don't Succeed, Try, Try Again: Faithful Diffusion-based Text-to-Image Generation by Selection Shyamgopal Karthik Karsten Roth Massimiliano Mancini Zeynep Akata 93 21 0 22 May 2023
Training Diffusion Models with Reinforcement Learning Kevin Black Michael Janner Yilun Du Ilya Kostrikov Sergey Levine EGVM 158 379 0 22 May 2023
U-DiT TTS: U-Diffusion Vision Transformer for Text-to-Speech Xin Jing Yi Chang Zijiang Yang Jiang-jian Xie Andreas Triantafyllopoulos Bjoern W. Schuller 104 10 0 22 May 2023
GSURE-Based Diffusion Model Training with Corrupted Data Bahjat Kawar Noam Elata T. Michaeli Michael Elad DiffM 150 31 0 22 May 2023
AudioToken: Adaptation of Text-Conditioned Diffusion Models for Audio-to-Image Generation Guy Yariv Itai Gat Lior Wolf Yossi Adi Idan Schwartz DiffM 101 22 0 22 May 2023
Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation? Zheng Li Yuxuan Li Penghai Zhao Renjie Song Xiang Li Jian Yang 99 20 0 22 May 2023
Connecting Multi-modal Contrastive Representations Zehan Wang Yang Zhao Xize Cheng Haifeng Huang Jiageng Liu ... Lin Li Yongqiang Wang Aoxiong Yin Ziang Zhang Zhou Zhao 63 25 0 22 May 2023
Cycle Consistency-based Uncertainty Quantification of Neural Networks in Inverse Imaging Problems Luzhe Huang Jianing Li Xiaofu Ding Yijie Zhang Hanlong Chen Aydogan Ozcan UQCV 57 2 0 22 May 2023
The CLIP Model is Secretly an Image-to-Prompt Converter Yuxuan Ding Chunna Tian Haoxuan Ding Lingqiao Liu DiffM 59 15 0 22 May 2023
Mist: Towards Improved Adversarial Examples for Diffusion Models Chumeng Liang Xiaoyu Wu DiffM 90 57 0 22 May 2023
Guided Motion Diffusion for Controllable Human Motion Synthesis Korrawe Karunratanakul Konpat Preechakul Supasorn Suwajanakorn Siyu Tang DiffM 118 134 0 21 May 2023
Towards Consistent Stochastic Human Motion Prediction via Motion Diffusion Jiarui Sun Girish Chowdhary DiffM 94 8 0 21 May 2023
DreamWaltz: Make a Scene with Complex 3D Animatable Avatars Yukun Huang Jianan Wang Ailing Zeng He Cao Xianbiao Qi Yukai Shi Zhengjun Zha Lei Zhang 101 73 0 21 May 2023
Watermarking Diffusion Model Yugeng Liu Zheng Li Michael Backes Yun Shen Yang Zhang WIGM 84 36 0 21 May 2023
Spatio-temporal Diffusion Point Processes Yuan Yuan Jingtao Ding Chenyang Shao Depeng Jin Yong Li DiffM 111 49 0 21 May 2023
Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation Han Huang Leilei Sun Bowen Du Weifeng Lv DiffM 104 16 0 21 May 2023