v1v2v3v4 (latest)

Realistic Noise Synthesis with Diffusion Models

3 January 2025

Papers citing "Realistic Noise Synthesis with Diffusion Models"

39 / 39 papers shown

Title
SAM-IQA: Can Segment Anything Boost Image Quality Assessment? Xinpeng Li Ting Jiang Haoqiang Fan Shuaicheng Liu VLM 61 2 0 10 Jul 2023
A Generative Model for Digital Camera Noise Synthesis M. Song Yang Zhang T. Aydin Elham Amin Mansour DisneyResearchStudios VLM 66 4 0 16 Mar 2023
DiffusionDet: Diffusion Model for Object Detection Shoufa Chen Pei Sun Yibing Song Ping Luo 126 466 0 17 Nov 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 78 281 0 19 Aug 2022
Modeling sRGB Camera Noise with Normalizing Flows Shayan Kousha Ali Maleky M. S. Brown Marcus A. Brubaker 56 26 0 02 Jun 2022
Simple Baselines for Image Restoration Liangyu Chen Xiaojie Chu Xinming Zhang Jian Sun 114 892 0 10 Apr 2022
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training Yuanhao Cai Xiaowan Hu Haoqian Wang Yulun Zhang Hanspeter Pfister D. Wei 57 66 0 06 Apr 2022
C2N: Practical Generative Noise Modeling for Real-World Denoising Geonwoon Jang Wooseok Lee Sanghyun Son Kyoung Mu Lee DiffM 80 79 0 19 Feb 2022
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 180 2,243 0 18 Nov 2021
Uformer: A General U-Shaped Transformer for Image Restoration Zhendong Wang Xiaodong Cun Jianmin Bao Wengang Zhou Jianzhuang Liu Houqiang Li ViT 117 1,413 0 06 Jun 2021
Noise Estimation for Generative Diffusion Models Robin San-Roman Eliya Nachmani Lior Wolf DiffM 103 107 0 06 Apr 2021
Invertible Image Signal Processing Yazhou Xing Zian Qian Qifeng Chen 62 114 0 28 Mar 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 181 1,495 0 04 Feb 2021
NBNet: Noise Basis Learning for Image Denoising with Subspace Projection Shuyang Cheng Yuzhi Wang Haibin Huang Donghao Liu Haoqiang Fan Shuaicheng Liu 184 191 0 30 Dec 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 292 7,492 0 06 Oct 2020
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation Zongsheng Yue Qian Zhao Lei Zhang Deyu Meng DiffM 75 205 0 12 Jul 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 718 18,364 0 19 Jun 2020
CycleISP: Real Image Restoration via Improved Data Synthesis Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao DiffM 160 344 0 17 Mar 2020
Learning Enriched Features for Real Image Restoration and Enhancement Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao SupR 70 616 0 15 Mar 2020
Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization Yoonsik Kim Jae Woong Soh G. Park N. Cho OOD AI4CE 86 184 0 26 Feb 2020
Noise Flow: Noise Modeling with Conditional Normalizing Flows A. Abdelhamed Marcus A. Brubaker M. S. Brown 60 174 0 22 Aug 2019
GRDN:Grouped Residual Dense Network for Real Image Denoising and GAN-based Real-world Noise Modeling Dong-Wook Kim Jae‐Ryun Chung Seung‐Won Jung AI4CE OOD 67 115 0 27 May 2019
SinGAN: Learning a Generative Model from a Single Natural Image Tamar Rott Shaham Tali Dekel T. Michaeli GAN VLM 108 843 0 02 May 2019
Real Image Denoising with Feature Attention Saeed Anwar Nick Barnes 66 509 0 16 Apr 2019
When AWGN-based Denoiser Meets Real Noises Yuqian Zhou Jianbo Jiao Haibin Huang Yanjie Wang Jue Wang Humphrey Shi Thomas Huang 62 131 0 06 Apr 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 619 10,590 0 12 Dec 2018
Unprocessing Images for Learned Raw Denoising Tim Brooks B. Mildenhall Tianfan Xue Jiawen Chen Dillon Sharlet Jonathan T. Barron 90 442 0 27 Nov 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 269 5,404 0 28 Sep 2018
Toward Convolutional Blind Denoising of Real Photographs Shi Guo Zifei Yan Peng Sun W. Zuo Lei Zhang 103 915 0 12 Jul 2018
Real-world Noisy Image Denoising: A New Benchmark Jun Xu Hui Li Zhetong Liang David C. Zhang Lei Zhang 57 206 0 07 Apr 2018
Which Training Methods for GANs do actually Converge? L. Mescheder Andreas Geiger Sebastian Nowozin 84 1,468 0 13 Jan 2018
Deep Image Prior Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky SupR 130 3,166 0 29 Nov 2017
Are GANs Created Equal? A Large-Scale Study Mario Lucic Karol Kurach Marcin Michalski Sylvain Gelly Olivier Bousquet EGVM 89 1,013 0 28 Nov 2017
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 175 7,377 0 27 Oct 2017
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising Peng Sun W. Zuo Lei Zhang 128 2,127 0 11 Oct 2017
Benchmarking Denoising Algorithms with Real Photographs Tobias Plötz Stefan Roth 63 589 0 05 Jul 2017
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Peng Sun W. Zuo Yunjin Chen Deyu Meng Lei Zhang SupR 145 7,016 0 13 Aug 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,510 0 10 Dec 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,441 0 18 May 2015