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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
Paste, Inpaint and Harmonize via Denoising: Subject-Driven Image Editing with Pre-Trained Diffusion Model Xinyu Zhang Jiaxian Guo Paul D. Yoo Yutaka Matsuo Yusuke Iwasawa DiffM 110 22 0 13 Jun 2023
3D molecule generation by denoising voxel grids Pedro H. O. Pinheiro Joshua Rackers J. Kleinhenz Michael R. Maser Omar Mahmood Andrew Watkins Stephen Ra Vishnu Sresht Saeed Saremi DiffM 106 25 0 13 Jun 2023
Controlling Text-to-Image Diffusion by Orthogonal Finetuning Zeju Qiu Wei-yu Liu Haiwen Feng Yuxuan Xue Yao Feng Zhen Liu Dan Zhang Adrian Weller Bernhard Schölkopf DiffM 126 158 0 12 Jun 2023
Scalable 3D Captioning with Pretrained Models Tiange Luo C. Rockwell Honglak Lee Justin Johnson 119 160 0 12 Jun 2023
MovieFactory: Automatic Movie Creation from Text using Large Generative Models for Language and Images Sitong Su Huan Yang Huiguo He Wenjing Wang Zixi Tuo Wen-Huang Cheng Lianli Gao Jingkuan Song Jianlong Fu VGen DiffM 90 40 0 12 Jun 2023
Fill-Up: Balancing Long-Tailed Data with Generative Models Joonghyuk Shin Minguk Kang Jaesik Park 109 33 0 12 Jun 2023
Diffusion Models for Black-Box Optimization S. Krishnamoorthy Satvik Mashkaria Aditya Grover DiffM 134 59 0 12 Jun 2023
Fast Diffusion Model Zike Wu Pan Zhou Kenji Kawaguchi Hanwang Zhang DiffM 92 22 0 12 Jun 2023
VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models Sheng-Yen Chou Pin-Yu Chen Tsung-Yi Ho DiffM 104 56 0 12 Jun 2023
HiddenSinger: High-Quality Singing Voice Synthesis via Neural Audio Codec and Latent Diffusion Models Ji-Sang Hwang Sang-Hoon Lee Seong-Whan Lee DiffM 62 9 0 12 Jun 2023
On Kinetic Optimal Probability Paths for Generative Models Neta Shaul Ricky T. Q. Chen Maximilian Nickel Matt Le Y. Lipman OT 75 26 0 11 Jun 2023
Language-Guided Traffic Simulation via Scene-Level Diffusion Ziyuan Zhong Davis Rempe Yuxiao Chen Boris Ivanovic Yulong Cao Danfei Xu Marco Pavone Baishakhi Ray DiffM 85 91 0 10 Jun 2023
Boosting GUI Prototyping with Diffusion Models Jialiang Wei A. Courbis Thomas Lambolais Binbin Xu P. Bernard Gérard Dray DiffM 76 22 0 09 Jun 2023
BOOT: Data-free Distillation of Denoising Diffusion Models with Bootstrapping Jiatao Gu Shuangfei Zhai Yizhe Zhang Lingjie Liu J. Susskind DiffM 71 76 0 08 Jun 2023
ADDP: Learning General Representations for Image Recognition and Generation with Alternating Denoising Diffusion Process Changyao Tian Chenxin Tao Jifeng Dai Hao Li Ziheng Li Lewei Lu Xiaogang Wang Hongsheng Li Gao Huang Xizhou Zhu DiffM 104 10 0 08 Jun 2023
Towards Predicting Equilibrium Distributions for Molecular Systems with Deep Learning Shuxin Zheng Jiyan He Chang-Shu Liu Yu Shi Ziheng Lu ... Peiran Jin Chi Chen Frank Noé Haiguang Liu Tie-Yan Liu AI4CE 89 41 0 08 Jun 2023
PriSampler: Mitigating Property Inference of Diffusion Models Hailong Hu Jun Pang DiffM 79 3 0 08 Jun 2023
SyncDiffusion: Coherent Montage via Synchronized Joint Diffusions Yuseung Lee Kunho Kim Hyunjin Kim Minhyuk Sung DiffM 127 68 0 08 Jun 2023
Multi-Architecture Multi-Expert Diffusion Models Yunsung Lee Jin-Young Kim Hyojun Go Myeongho Jeong Shinhyeok Oh Seungtaek Choi DiffM 106 31 0 08 Jun 2023
Instructed Diffuser with Temporal Condition Guidance for Offline Reinforcement Learning Jifeng Hu Yan Sun Sili Huang Siyuan Guo Hechang Chen Li Shen Lichao Sun Yi-Ju Chang Dacheng Tao DiffM OffRL 74 14 0 08 Jun 2023
Interpreting and Improving Diffusion Models from an Optimization Perspective Frank Permenter Chenyang Yuan DiffM 70 4 0 08 Jun 2023
Entropy-based Training Methods for Scalable Neural Implicit Sampler Weijian Luo Boya Zhang Zhihua Zhang 91 12 0 08 Jun 2023
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models G. Stein Jesse C. Cresswell Rasa Hosseinzadeh Yi Sui Brendan Leigh Ross Valentin Villecroze Zhaoyan Liu Anthony L. Caterini J. E. T. Taylor Gabriel Loaiza-Ganem EGVM 155 108 0 07 Jun 2023
Designing a Better Asymmetric VQGAN for StableDiffusion Zixin Zhu Xuelu Feng DongDong Chen Jianmin Bao Le Wang Yinpeng Chen Lu Yuan Gang Hua DiffM 95 35 0 07 Jun 2023
Improving Diffusion-based Image Translation using Asymmetric Gradient Guidance Gihyun Kwon Jong Chul Ye DiffM 73 2 0 07 Jun 2023
Generative Semantic Communication: Diffusion Models Beyond Bit Recovery Eleonora Grassucci Sergio Barbarossa Danilo Comminiello DiffM 83 58 0 07 Jun 2023
A Comprehensive Survey on Generative Diffusion Models for Structured Data Heejoon Koo To Eun Kim DiffM MedIm 69 7 0 07 Jun 2023
PlayBest: Professional Basketball Player Behavior Synthesis via Planning with Diffusion Xiusi Chen Wei-Yao Wang Ziniu Hu David Reynoso Kun Jin Mingyan D. Liu P. Brantingham Wei Wang DiffM 80 4 0 07 Jun 2023
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang George Alex Koulieris Hyung Jin Chang Hubert P. H. Shum DiffM 183 56 0 07 Jun 2023
Learn the Force We Can: Enabling Sparse Motion Control in Multi-Object Video Generation A. Davtyan Paolo Favaro VGen 58 4 0 06 Jun 2023
Emergent Correspondence from Image Diffusion Luming Tang Menglin Jia Qianqian Wang Cheng Perng Phoo Bharath Hariharan 118 270 0 06 Jun 2023
Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation Xinrong Hu Yu-Jen Chen Tsung-Yi Ho Yiyu Shi DiffM MedIm 48 15 0 06 Jun 2023
Intellectual Property Protection of Diffusion Models via the Watermark Diffusion Process Sen Peng Yufei Chen Cong Wang Xiaohua Jia WIGM 77 12 0 06 Jun 2023
Optimizing Sampling Patterns for Compressed Sensing MRI with Diffusion Generative Models Sriram Ravula Brett Levac A. Jalal Jonathan I. Tamir A. Dimakis DiffM MedIm 60 16 0 05 Jun 2023
LipVoicer: Generating Speech from Silent Videos Guided by Lip Reading Yochai Yemini Aviv Shamsian Lior Bracha Sharon Gannot Ethan Fetaya DiffM 116 15 0 05 Jun 2023
Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models Andrew F. Luo Margaret M. Henderson Leila Wehbe Michael J. Tarr DiffM 100 22 0 05 Jun 2023
Structured Voronoi Sampling Afra Amini Li Du Ryan Cotterell DiffM 101 2 0 05 Jun 2023
HeadSculpt: Crafting 3D Head Avatars with Text Xiaoping Han Yukang Cao Kai Han Xiatian Zhu Jiankang Deng Yi-Zhe Song Tao Xiang Kwan-Yee K. Wong DiffM 73 47 0 05 Jun 2023
Interpretable Alzheimer's Disease Classification Via a Contrastive Diffusion Autoencoder Ayodeji Ijishakin A. Abdulaal Adamos Hadjivasiliou Sophie Martin James H. Cole DiffM MedIm 114 9 0 05 Jun 2023
Complex Preferences for Different Convergent Priors in Discrete Graph Diffusion Alex Tseng N. Diamant Tommaso Biancalani Gabriele Scalia DiffM 53 1 0 05 Jun 2023
INDigo: An INN-Guided Probabilistic Diffusion Algorithm for Inverse Problems Di You Andreas Floros Pier Luigi Dragotti DiffM 140 5 0 05 Jun 2023
SwinRDM: Integrate SwinRNN with Diffusion Model towards High-Resolution and High-Quality Weather Forecasting Lei Chen Fei Du Yuan Hu Fanhai Wang Zhibin Wang DiffM 69 50 0 05 Jun 2023
Video Diffusion Models with Local-Global Context Guidance Si-hang Yang Lu Zhang Yu Liu Zhizhuo Jiang You He VGen DiffM 40 14 0 05 Jun 2023
Temporal Dynamic Quantization for Diffusion Models Junhyuk So Jungwon Lee Daehyun Ahn Hyungjun Kim Eunhyeok Park DiffM MQ 108 66 0 04 Jun 2023
Detector Guidance for Multi-Object Text-to-Image Generation Luping Liu Zijian Zhang Yi Ren Rongjie Huang Xiang Yin Zhou Zhao DiffM 90 10 0 04 Jun 2023
Variational Gaussian Process Diffusion Processes Prakhar Verma Vincent Adam Arno Solin DiffM 139 6 0 03 Jun 2023
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation Saurabh Saxena Charles Herrmann Junhwa Hur Abhishek Kar Mohammad Norouzi Deqing Sun David J. Fleet DiffM 114 85 0 02 Jun 2023
Unlearnable Examples for Diffusion Models: Protect Data from Unauthorized Exploitation Zhengyue Zhao Jinhao Duan Xingui Hu Kaidi Xu Chenan Wang Rui Zhang Zidong Du Qi Guo Yunji Chen DiffM WIGM 102 28 0 02 Jun 2023
Conditional Generation from Unconditional Diffusion Models using Denoiser Representations Alexandros Graikos Srikar Yellapragada Dimitris Samaras DiffM AI4CE 76 6 0 02 Jun 2023
DiffECG: A Versatile Probabilistic Diffusion Model for ECG Signals Synthesis Nour Neifar A. Ben-Hamadou Afef Mdhaffar M. Jmaiel DiffM 75 10 0 02 Jun 2023