Beyond Image Prior: Embedding Noise Prior into Conditional Denoising Transformer

12 July 2024

Papers citing "Beyond Image Prior: Embedding Noise Prior into Conditional Denoising Transformer"

19 / 19 papers shown

Title
VMamba: Visual State Space Model Yue Liu Yunjie Tian Yuzhong Zhao Hongtian Yu Lingxi Xie Yaowei Wang Qixiang Ye Jianbin Jiao Yunfan Liu Mamba 228 666 0 31 Dec 2024
Transfer CLIP for Generalizable Image Denoising Junting Cheng Dong Liang Shan Tan VLM 59 13 0 22 Mar 2024
Exploring Efficient Asymmetric Blind-Spots for Self-Supervised Denoising in Real-World Scenarios Shiyan Chen Jiyuan Zhang Zhaofei Yu Tiejun Huang 88 7 0 29 Mar 2023
Efficient and Explicit Modelling of Image Hierarchies for Image Restoration Yawei Li Yuchen Fan Xiaoyu Xiang D. Demandolx Rakesh Ranjan Radu Timofte Luc Van Gool 53 176 0 01 Mar 2023
Simple Baselines for Image Restoration Liangyu Chen Xiaojie Chu Xinming Zhang Jian Sun 92 862 0 10 Apr 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 139 2,188 0 18 Nov 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 173 2,877 0 23 Aug 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 394 2,638 0 04 May 2021
Transitional Learning: Exploring the Transition States of Degradation for Blind Super-resolution Yuanfei Huang Jie Li Yanting Hu Xinbo Gao Huan Huang 38 4 0 29 Mar 2021
Pre-Trained Image Processing Transformer Hanting Chen Yunhe Wang Tianyu Guo Chang Xu Yiping Deng Zhenhua Liu Siwei Ma Chunjing Xu Chao Xu Wen Gao VLM ViT 125 1,659 0 01 Dec 2020
Practical Deep Raw Image Denoising on Mobile Devices Yuzhi Wang Haibin Huang Qin Xu Jiaming Liu Yiqun Liu Jue Wang 62 105 0 14 Oct 2020
Plug-and-Play Image Restoration with Deep Denoiser Prior Peng Sun Yawei Li W. Zuo Lei Zhang Luc Van Gool Radu Timofte DiffM SupR 78 793 0 31 Aug 2020
Learning Texture Transformer Network for Image Super-Resolution Fuzhi Yang Huan Yang Jianlong Fu Hongtao Lu B. Guo SupR ViT 72 719 0 07 Jun 2020
Variational Denoising Network: Toward Blind Noise Modeling and Removal Zongsheng Yue Hongwei Yong Qian Zhao Lei Zhang Deyu Meng BDL 57 303 0 29 Aug 2019
Noise Flow: Noise Modeling with Conditional Normalizing Flows A. Abdelhamed Marcus A. Brubaker M. S. Brown 44 174 0 22 Aug 2019
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising Peng Sun W. Zuo Lei Zhang 106 2,108 0 11 Oct 2017
External Prior Guided Internal Prior Learning for Real-World Noisy Image Denoising Jun Xu Lei Zhang David C. Zhang DiffM 59 127 0 12 May 2017
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 252 8,030 0 13 Aug 2016
Mean Absolute Percentage Error for regression models Arnaud De Myttenaere B. Golden B. L. Grand Fabrice Rossi 39 980 0 09 May 2016