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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
Predicting mutational effects on protein-protein binding via a side-chain diffusion probabilistic model Shiwei Liu Tian Zhu Milong Ren Chungong Yu Dongbo Bu Haicang Zhang DiffM 47 19 0 30 Oct 2023
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
Large Trajectory Models are Scalable Motion Predictors and Planners Q. Sun Shiduo Zhang Danjiao Ma Jingzhe Shi Derun Li Simian Luo Yu Wang Ningyi Xu Guangzhi Cao Hang Zhao 83 19 0 30 Oct 2023
Refining Diffusion Planner for Reliable Behavior Synthesis by Automatic Detection of Infeasible Plans Kyowoon Lee Seongun Kim Jaesik Choi DiffM 86 11 0 30 Oct 2023
IMPRESS: Evaluating the Resilience of Imperceptible Perturbations Against Unauthorized Data Usage in Diffusion-Based Generative AI Bochuan Cao Changjiang Li Ting Wang Jinyuan Jia Bo Li Jinghui Chen DiffM 72 22 0 30 Oct 2023
Bespoke Solvers for Generative Flow Models Neta Shaul Juan C. Pérez Ricky T. Q. Chen Ali K. Thabet Albert Pumarola Y. Lipman 84 27 0 29 Oct 2023
FPGAN-Control: A Controllable Fingerprint Generator for Training with Synthetic Data Alon Shoshan Nadav Bhonker Emanuel Ben-Baruch Ori Nizan Igor Kviatkovsky Joshua J. Engelsma Manoj Aggarwal Gérard Medioni 70 3 0 29 Oct 2023
Controllable Group Choreography using Contrastive Diffusion Nhat Le Tuong Khanh Long Do Khoa Do Hien Nguyen Erman Tjiputra Quang-Dieu Tran Anh Nguyen 131 13 0 29 Oct 2023
Customizing 360-Degree Panoramas through Text-to-Image Diffusion Models Hai Wang Xiaoyu Xiang Yuchen Fan Jing-Hao Xue 155 29 0 28 Oct 2023
Successfully Applying Lottery Ticket Hypothesis to Diffusion Model Chao Jiang Bo Hui Bohan Liu Da Yan DiffM 78 14 0 28 Oct 2023
Purify++: Improving Diffusion-Purification with Advanced Diffusion Models and Control of Randomness Boya Zhang Weijian Luo Zhihua Zhang 75 12 0 28 Oct 2023
MCRAGE: Synthetic Healthcare Data for Fairness Keira Behal Jiayi Chen Caleb Fikes Sophia Xiao SyDa MedIm 76 1 0 27 Oct 2023
DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification Mintong Kang Basel Alomair Yue Liu 105 32 0 27 Oct 2023
Sample Complexity Bounds for Score-Matching: Causal Discovery and Generative Modeling Zhenyu Zhu Francesco Locatello Volkan Cevher 81 7 0 27 Oct 2023
Boosting Data Analytics With Synthetic Volume Expansion Xiaotong Shen Yifei Liu Rex Shen 95 3 0 27 Oct 2023
Noise-Free Score Distillation Oren Katzir Or Patashnik Daniel Cohen-Or Dani Lischinski DiffM 117 71 0 26 Oct 2023
SD4Match: Learning to Prompt Stable Diffusion Model for Semantic Matching Xinghui Li Jingyi Lu Kai Han V. Prisacariu DiffM 130 21 0 26 Oct 2023
AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors You-Ming Chang Chen Yeh Wei-Chen Chiu Ning Yu VPVLM VLM 154 30 0 26 Oct 2023
Exploring the Potential of Generative AI for the World Wide Web Nouar Aldahoul Joseph Hong Matteo Varvello Yasir Zaki 30 6 0 26 Oct 2023
CADS: Unleashing the Diversity of Diffusion Models through Condition-Annealed Sampling Seyedmorteza Sadat Jakob Buhmann Derek Bradley Otmar Hilliges Romann M. Weber DiffM 134 52 0 26 Oct 2023
Defect Spectrum: A Granular Look of Large-Scale Defect Datasets with Rich Semantics Shuai Yang Zhifei Chen Pengguang Chen Xi Fang Yixun Liang Shu Liu Ying-Cong Chen 118 13 0 26 Oct 2023
CodeFusion: A Pre-trained Diffusion Model for Code Generation Mukul Singh J. Cambronero Sumit Gulwani Vu Le Carina Negreanu Gust Verbruggen 89 33 0 26 Oct 2023
Exploring Iterative Refinement with Diffusion Models for Video Grounding Xiao Liang Tao Shi Yaoyuan Liang Te Tao Shao-Lun Huang DiffM 98 2 0 26 Oct 2023
Multi-scale Diffusion Denoised Smoothing Jongheon Jeong Jinwoo Shin DiffM 91 9 0 25 Oct 2023
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 DiffM VGen 76 5 0 25 Oct 2023
DiffRef3D: A Diffusion-based Proposal Refinement Framework for 3D Object Detection Se-Ho Kim Inyong Koo Inyoung Lee Byeongjun Park Changick Kim DiffM 56 5 0 25 Oct 2023
Generative Pre-training for Speech with Flow Matching Alexander H. Liu Matt Le Apoorv Vyas Bowen Shi Andros Tjandra Wei-Ning Hsu 114 36 0 25 Oct 2023
Dolfin: Diffusion Layout Transformers without Autoencoder Yilin Wang Zeyuan Chen Liangjun Zhong Zheng Ding Zhizhou Sha Zhuowen Tu 121 17 0 25 Oct 2023
FuXi-Extreme: Improving extreme rainfall and wind forecasts with diffusion model Xiaohui Zhong Lei Chen Jun Liu Chensen Lin Yuan Qi Hao Li AI4Cl 52 21 0 25 Oct 2023
Local Statistics for Generative Image Detection Yung Jer Wong Teck Khim Ng DiffM 58 2 0 25 Oct 2023
iNVS: Repurposing Diffusion Inpainters for Novel View Synthesis Yash Kant Aliaksandr Siarohin Michael Vasilkovsky R. A. Guler Jian Ren Sergey Tulyakov Igor Gilitschenski DiffM 97 12 0 24 Oct 2023
From Posterior Sampling to Meaningful Diversity in Image Restoration Noa Cohen Hila Manor Yuval Bahat T. Michaeli DiffM 90 10 0 24 Oct 2023
Language-driven Scene Synthesis using Multi-conditional Diffusion Model An Vuong M. Vu T. Nguyen Baoru Huang Dzung Nguyen T. Vo Anh Nguyen DiffM 107 9 0 24 Oct 2023
AutoDiff: combining Auto-encoder and Diffusion model for tabular data synthesizing Namjoon Suh Xiaofeng Lin Din-Yin Hsieh Merhdad Honarkhah Guang Cheng 92 16 0 24 Oct 2023
FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models Lihe Yang Xiaogang Xu Bingyi Kang Yinghuan Shi Hengshuang Zhao 93 46 0 23 Oct 2023
Matryoshka Diffusion Models Jiatao Gu Shuangfei Zhai Yizhen Zhang Joshua M. Susskind Navdeep Jaitly DiffM 108 47 0 23 Oct 2023
A Pytorch Reproduction of Masked Generative Image Transformer Victor Besnier Mickael Chen ViT 111 12 0 22 Oct 2023
Diffusion-based Data Augmentation for Nuclei Image Segmentation Xinyi Yu Guanbin Li Wei Lou Siqi Liu Xiang Wan Yan Chen Haofeng Li 104 31 0 22 Oct 2023
Improved Techniques for Training Consistency Models Yang Song Prafulla Dhariwal 92 182 0 22 Oct 2023
Composer Style-specific Symbolic Music Generation Using Vector Quantized Discrete Diffusion Models Jincheng Zhang Jingjing Tang C. Saitis Gyorgy Fazekas DiffM 59 4 0 21 Oct 2023
Fast Diffusion GAN Model for Symbolic Music Generation Controlled by Emotions Jincheng Zhang Gyorgy Fazekas C. Saitis DiffM 67 6 0 21 Oct 2023
TexFusion: Synthesizing 3D Textures with Text-Guided Image Diffusion Models Tianshi Cao Karsten Kreis Sanja Fidler Nicholas Sharp Kangxue Yin 94 79 0 20 Oct 2023
ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection Zhongzhan Huang Pan Zhou Shuicheng Yan Liang Lin 93 27 0 20 Oct 2023
WordArt Designer: User-Driven Artistic Typography Synthesis using Large Language Models Jun-Yan He Zhi-Qi Cheng Chenyang Li Jingdong Sun Wangmeng Xiang ... Yusen Hu Bin Luo Yifeng Geng Xuansong Xie Jingren Zhou 69 13 0 20 Oct 2023
DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics Kaiwen Zheng Cheng Lu Jianfei Chen Jun Zhu DiffM 138 92 0 20 Oct 2023
Understanding Generative AI in Art: An Interview Study with Artists on G-AI from an HCI Perspective Jingyu Shi Rahul Jain Runlin Duan Karthik Ramani 69 8 0 19 Oct 2023
DreamSpace: Dreaming Your Room Space with Text-Driven Panoramic Texture Propagation Bangbang Yang Wenqi Dong Lin Ma Wenbo Hu Xiao Liu Zhaopeng Cui Yuewen Ma DiffM 55 19 0 19 Oct 2023
Particle Guidance: non-I.I.D. Diverse Sampling with Diffusion Models Gabriele Corso Yilun Xu Valentin De Bortoli Regina Barzilay Tommi Jaakkola DiffM 102 26 0 19 Oct 2023
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning Amey P. Pasarkar Adji Bousso Dieng 108 13 0 19 Oct 2023
EMIT-Diff: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model Zheyu Zhang Lanhong Yao Bin Wang Debesh Jha Elif Keles Alpay Medetalibeyoglu Ulas Bagci MedIm 90 15 0 19 Oct 2023