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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
DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 249 616 0 02 Nov 2022
On the detection of synthetic images generated by diffusion models Riccardo Corvi D. Cozzolino Giada Zingarini Giovanni Poggi Koki Nagano L. Verdoliva 207 240 0 01 Nov 2022
DensePure: Understanding Diffusion Models towards Adversarial Robustness Chaowei Xiao Zhongzhu Chen Kun Jin Jiong Wang Weili Nie Mingyan D. Liu Anima Anandkumar Yue Liu Basel Alomair DiffM 113 38 0 01 Nov 2022
SDMuse: Stochastic Differential Music Editing and Generation via Hybrid Representation Chen Zhang Yi Ren Kecheng Zhang Shuicheng Yan DiffM 68 14 0 01 Nov 2022
SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control Xiaochuang Han Sachin Kumar Yulia Tsvetkov 165 91 0 31 Oct 2022
Guided Conditional Diffusion for Controllable Traffic Simulation Ziyuan Zhong Davis Rempe Danfei Xu Yuxiao Chen Sushant Veer Tong Che Baishakhi Ray Marco Pavone 89 158 0 31 Oct 2022
Intelligent Painter: Picture Composition With Resampling Diffusion Model Max Ku W. Siu Xingyue Cheng H. A. Chan DiffM 49 7 0 31 Oct 2022
Changes from Classical Statistics to Modern Statistics and Data Science Kai Zhang Shan-Yu Liu M. Xiong 89 0 0 30 Oct 2022
Minimum Kernel Discrepancy Estimators Chris J. Oates 69 10 0 28 Oct 2022
UPainting: Unified Text-to-Image Diffusion Generation with Cross-modal Guidance Wei Li Xue Xu Xinyan Xiao Jiacheng Liu Hu Yang ... Zhanpeng Wang Zhifan Feng Qiaoqiao She Yajuan Lyu Hua Wu 232 30 0 28 Oct 2022
Fusion-based Few-Shot Morphing Attack Detection and Fingerprinting Naifeng Zhang Shan Jia Siwei Lyu Xin Li AAML 97 1 0 27 Oct 2022
Diffiner: A Versatile Diffusion-based Generative Refiner for Speech Enhancement Ryosuke Sawata Naoki Murata Yuhta Takida Toshimitsu Uesaka Takashi Shibuya Shusuke Takahashi Yuki Mitsufuji DiffM 89 17 0 27 Oct 2022
Categorical SDEs with Simplex Diffusion Pierre Harvey Richemond Sander Dieleman Arnaud Doucet DiffM 72 26 0 26 Oct 2022
Towards the Detection of Diffusion Model Deepfakes Jonas Ricker Simon Damm Thorsten Holz Asja Fischer DiffM 129 107 0 26 Oct 2022
Lafite2: Few-shot Text-to-Image Generation Yufan Zhou Chunyuan Li Changyou Chen Jianfeng Gao Jinhui Xu DiffM 108 11 0 25 Oct 2022
From Points to Functions: Infinite-dimensional Representations in Diffusion Models Sarthak Mittal Guillaume Lajoie Stefan Bauer Arash Mehrjou DiffM 93 30 0 25 Oct 2022
Deep Equilibrium Approaches to Diffusion Models Ashwini Pokle Zhengyang Geng Zico Kolter DiffM 94 43 0 23 Oct 2022
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 125 75 0 23 Oct 2022
Diffusion Motion: Generate Text-Guided 3D Human Motion by Diffusion Model Zhiyuan Ren Zhihong Pan Xingfa Zhou Le Kang VGen DiffM 117 39 0 22 Oct 2022
Score-based Denoising Diffusion with Non-Isotropic Gaussian Noise Models Vikram S. Voleti Christopher Pal Adam M. Oberman DiffM 135 19 0 21 Oct 2022
Conditional Diffusion with Less Explicit Guidance via Model Predictive Control Max W. Shen Ehsan Hajiramezanali Gabriele Scalia Alex Tseng N. Diamant Tommaso Biancalani Andreas Loukas 85 1 0 21 Oct 2022
Multitask Brain Tumor Inpainting with Diffusion Models: A Methodological Report Pouria Rouzrokh Bardia Khosravi S. Faghani Mana Moassefi Sanaz Vahdati Bradley J. Erickson DiffM MedIm 120 24 0 21 Oct 2022
Boomerang: Local sampling on image manifolds using diffusion models Lorenzo Luzi P. Mayer Josue Casco-Rodriguez Ali Siahkoohi Richard G. Baraniuk DiffM 108 20 0 21 Oct 2022
Diffusion Visual Counterfactual Explanations Maximilian Augustin Valentyn Boreiko Francesco Croce Matthias Hein DiffM BDL 78 74 0 21 Oct 2022
Composing Ensembles of Pre-trained Models via Iterative Consensus Shuang Li Yilun Du J. Tenenbaum Antonio Torralba Igor Mordatch MoMe 73 25 0 20 Oct 2022
DiffEdit: Diffusion-based semantic image editing with mask guidance Guillaume Couairon Jakob Verbeek Holger Schwenk Matthieu Cord DiffM 151 515 0 20 Oct 2022
Diffusion Models already have a Semantic Latent Space Mingi Kwon Jaeseok Jeong Youngjung Uh 103 262 0 20 Oct 2022
Autoregressive Generative Modeling with Noise Conditional Maximum Likelihood Estimation Henry Li Y. Kluger 52 2 0 19 Oct 2022
Optimizing Hierarchical Image VAEs for Sample Quality Eric Luhman Troy Luhman DRL 75 5 0 18 Oct 2022
Differentially Private Diffusion Models Tim Dockhorn Tianshi Cao Arash Vahdat Karsten Kreis DiffM 89 100 0 18 Oct 2022
Improving Adversarial Robustness by Contrastive Guided Diffusion Process Yidong Ouyang Liyan Xie Guang Cheng 67 8 0 18 Oct 2022
Swinv2-Imagen: Hierarchical Vision Transformer Diffusion Models for Text-to-Image Generation Rui Li Weihua Li Yi Yang Hanyu Wei Jianhua Jiang Quan-wei Bai DiffM 150 11 0 18 Oct 2022
Deep Data Augmentation for Weed Recognition Enhancement: A Diffusion Probabilistic Model and Transfer Learning Based Approach Dong Chen Xinda Qi Yu Zheng Yuzhen Lu Zhao Li DiffM 67 15 0 18 Oct 2022
CNT (Conditioning on Noisy Targets): A new Algorithm for Leveraging Top-Down Feedback Alexia Jolicoeur-Martineau Alex Lamb Vikas Verma Aniket Didolkar NoLa 32 0 0 18 Oct 2022
UniTune: Text-Driven Image Editing by Fine Tuning a Diffusion Model on a Single Image Dani Valevski Matan Kalman Eyal Molad Eyal Segalis Yossi Matias Yaniv Leviathan DiffM 102 41 0 17 Oct 2022
Imagic: Text-Based Real Image Editing with Diffusion Models Bahjat Kawar Shiran Zada Oran Lang Omer Tov Hui-Tang Chang Tali Dekel Inbar Mosseri Michal Irani 136 1,105 0 17 Oct 2022
Meta-Learning via Classifier(-free) Diffusion Guidance Elvis Nava Seijin Kobayashi Yifei Yin Robert K. Katzschmann Benjamin Grewe VLM 71 6 0 17 Oct 2022
DiffGAR: Model-Agnostic Restoration from Generative Artifacts Using Image-to-Image Diffusion Models Yueqin Yin Lianghua Huang Yu Liu Kaiqiang Huang DiffM 76 12 0 16 Oct 2022
Active Learning from the Web Ryoma Sato 38 0 0 15 Oct 2022
Free Fine-tuning: A Plug-and-Play Watermarking Scheme for Deep Neural Networks Run Wang Jixing Ren Boheng Li Tianyi She Wenhui Zhang Liming Fang Jing Chen Chao Shen Lina Wang WIGM 79 19 0 14 Oct 2022
Is synthetic data from generative models ready for image recognition? Ruifei He Shuyang Sun Xin Yu Chuhui Xue Wenqing Zhang Philip Torr Song Bai Xiaojuan Qi 132 302 0 14 Oct 2022
Policy Gradient With Serial Markov Chain Reasoning Edoardo Cetin Oya Celiktutan BDL LRM 56 2 0 13 Oct 2022
Self-Guided Diffusion Models Vincent Tao Hu David W. Zhang Yuki M. Asano Gertjan J. Burghouts Cees G. M. Snoek 126 33 0 12 Oct 2022
GOTCHA: Real-Time Video Deepfake Detection via Challenge-Response Govind Mittal Chinmay Hegde Nasir Memon 100 8 0 12 Oct 2022
LION: Latent Point Diffusion Models for 3D Shape Generation Fangyin Wei Arash Vahdat Francis Williams Zan Gojcic Or Litany Sanja Fidler Karsten Kreis DiffM 157 506 0 12 Oct 2022
Human Joint Kinematics Diffusion-Refinement for Stochastic Motion Prediction Dong Wei Huaijiang Sun Bin Li Jianfeng Lu Weiqing Li Xiaoning Sun Sheng-liang Hu DiffM VGen 63 38 0 12 Oct 2022
3D Brain and Heart Volume Generative Models: A Survey Yanbin Liu Girish Dwivedi F. Boussaïd Bennamoun MedIm AI4CE 105 6 0 12 Oct 2022
ZITS++: Image Inpainting by Improving the Incremental Transformer on Structural Priors Chenjie Cao Qiaole Dong Yanwei Fu 124 31 0 12 Oct 2022
Leveraging Off-the-shelf Diffusion Model for Multi-attribute Fashion Image Manipulation Chaerin Kong D. Jeon Oh-Hun Kwon Nojun Kwak DiffM 77 17 0 12 Oct 2022
A generic diffusion-based approach for 3D human pose prediction in the wild Saeed Saadatnejad Ali-Ahmad Rasekh Mohammadreza Mofayezi Yasamin Medghalchi Sara Rajabzadeh Taylor Mordan Alexandre Alahi DiffM 90 36 0 11 Oct 2022