Residual Denoising Diffusion Models

25 August 2023

Papers citing "Residual Denoising Diffusion Models"

43 / 43 papers shown

Title
Kernel Space Diffusion Model for Efficient Remote Sensing Pansharpening Hancong Jin Zihan Cao Liangjian Deng DiffM 134 0 0 25 May 2025
A Preliminary Study for GPT-4o on Image Restoration Hao Yang Yiran Yang Ruikun Zhang Liyuan Pan 60 0 0 08 May 2025
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration Haoran Wang Jing Zhang Haonan Guo Di Wang Jiayi Ma Bo Du 114 0 0 30 Apr 2025
Unleashing the Potential of Large Language Models for Text-to-Image Generation through Autoregressive Representation Alignment Xing Xie Jiawei Liu Ziyue Lin Huijie Fan Zhi Han Yandong Tang Liangqiong Qu 82 0 0 10 Mar 2025
Diffusion Models in Low-Level Vision: A Survey Chunming He Yuqi Shen Chengyu Fang Fengyang Xiao Longxiang Tang Yulun Zhang W. Zuo Zhenhua Guo Xiu Li VLM DiffM MedIm 105 34 0 17 Jun 2024
Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement Yuhui Wu Chen Pan Guoqing Wang Yang Yang Jiwei Wei Chongyi Li Hengtao Shen 54 84 0 14 Apr 2023
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model Yinhuai Wang Jiwen Yu Jian Zhang DiffM 87 437 0 01 Dec 2022
Parallel Diffusion Models of Operator and Image for Blind Inverse Problems Hyungjin Chung Jeongsol Kim Sehui Kim J. C. Ye DiffM 75 105 0 19 Nov 2022
Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow Xingchao Liu Chengyue Gong Qiang Liu OOD 134 960 0 07 Sep 2022
Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise Arpit Bansal Eitan Borgnia Hong-Min Chu Jie S. Li Hamid Kazemi Furong Huang Micah Goldblum Jonas Geiping Tom Goldstein VLM DiffM 62 266 0 19 Aug 2022
Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models Fan Bao Chongxuan Li Jiacheng Sun Jun Zhu Bo Zhang DiffM 59 75 0 15 Jun 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 253 809 0 27 Jan 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero Feng Yu Radu Timofte Luc Van Gool DiffM 317 1,385 0 24 Jan 2022
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 267 3,552 0 20 Dec 2021
Deblurring via Stochastic Refinement Jay Whang M. Delbracio Hossein Talebi Chitwan Saharia A. Dimakis P. Milanfar DiffM 70 270 0 05 Dec 2021
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE 90 458 0 29 Nov 2021
Low-Light Image Enhancement with Normalizing Flow Yufei Wang Renjie Wan Wenhan Yang Haoliang Li Lap-Pui Chau Alex C. Kot 124 366 0 13 Sep 2021
CANet: A Context-Aware Network for Shadow Removal Zipei Chen Chengjiang Long Ling Zhang Chunxia Xiao 109 95 0 23 Aug 2021
SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations Chenlin Meng Yutong He Yang Song Jiaming Song Jiajun Wu Jun-Yan Zhu Stefano Ermon DiffM 118 1,467 0 02 Aug 2021
Cascaded Diffusion Models for High Fidelity Image Generation Jonathan Ho Chitwan Saharia William Chan David J. Fleet Mohammad Norouzi Tim Salimans 132 1,196 0 30 May 2021
Revisiting ResNets: Improved Training and Scaling Strategies Irwan Bello W. Fedus Xianzhi Du E. D. Cubuk A. Srinivas Nayeon Lee Jonathon Shlens Barret Zoph 64 299 0 13 Mar 2021
MagFace: A Universal Representation for Face Recognition and Quality Assessment Qiang Meng Shichao Zhao Zhida Huang F. Zhou CVBM 64 487 0 11 Mar 2021
Auto-Exposure Fusion for Single-Image Shadow Removal Lan Fu Changqing Zhou Qing Guo Felix Juefei Xu Hongkai Yu Wei Feng Yang Liu Song Wang CVBM 97 130 0 01 Mar 2021
Improved Denoising Diffusion Probabilistic Models Alex Nichol Prafulla Dhariwal DiffM 251 3,621 0 18 Feb 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 279 6,293 0 26 Nov 2020
Shadow Removal by a Lightness-Guided Network with Training on Unpaired Data Zhihao Liu Hui Yin Yang Mi Mengyang Pu Song Wang CVBM 43 83 0 28 Jun 2020
Multi-Scale Progressive Fusion Network for Single Image Deraining Kui Jiang Zhongyuan Wang Peng Yi Chong Chen Baojin Huang Yimin Luo Jiayi Ma Junjun Jiang 64 588 0 24 Mar 2020
StarGAN v2: Diverse Image Synthesis for Multiple Domains Yunjey Choi Youngjung Uh Jaejun Yoo Jung-Woo Ha 3DH 96 1,732 0 04 Dec 2019
RIS-GAN: Explore Residual and Illumination with Generative Adversarial Networks for Shadow Removal Ling Zhang Chengjiang Long Xiaolong Zhang Chunxia Xiao GAN 99 97 0 20 Nov 2019
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 197 3,803 0 12 Jul 2019
Densely Residual Laplacian Super-Resolution Saeed Anwar Nick Barnes SupR 63 227 0 28 Jun 2019
Deep Stacked Hierarchical Multi-patch Network for Image Deblurring Hongguang Zhang Yuchao Dai Hongdong Li Piotr Koniusz 78 525 0 06 Apr 2019
Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration Xing Liu Masanori Suganuma Zhun Sun Takayuki Okatani 58 204 0 21 Mar 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 522 10,500 0 12 Dec 2018
Deep Retinex Decomposition for Low-Light Enhancement Chen Wei Wenjing Wang Wenhan Yang Jiaying Liu 86 1,709 0 14 Aug 2018
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 274 1,176 0 04 May 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 311 11,610 0 11 Jan 2018
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal Jifeng Wang Xiang Li Le Hui Jian Yang GAN 64 400 0 07 Dec 2017
Attentive Generative Adversarial Network for Raindrop Removal from a Single Image Rui Qian R. Tan Wenhan Yang Jiajun Su Jiaying Liu GAN 86 631 0 28 Nov 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.1K 20,747 0 17 Apr 2017
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring Seungjun Nah Tae Hyun Kim Kyoung Mu Lee 137 1,959 0 07 Dec 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 687 36,599 0 25 Aug 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 204 10,202 0 27 Mar 2016