Learning A Sparse Transformer Network for Effective Image Deraining

21 March 2023

Papers citing "Learning A Sparse Transformer Network for Effective Image Deraining"

28 / 28 papers shown

Title
PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining Ciyu Ruan Ruishan Guo Zihang Gong J. Xu Wenhan Yang Xinlei Chen Mamba 67 0 0 08 May 2025
SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal Wenyang Liu Jianjun Gao Kim-Hui Yap 40 0 0 08 May 2025
Image Restoration via Multi-domain Learning Xingyu Jiang Ning Gao Xiuhui Zhang Hongkun Dou Shaowen Fu Xiaoqing Zhong H. Li Yue Deng ViT 43 0 0 07 May 2025
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook Muyi Bao Shuchang Lyu Zhaoyang Xu Huiyu Zhou Jinchang Ren Shiming Xiang X. Li Guangliang Cheng Mamba 87 0 0 01 May 2025
An Efficient and Mixed Heterogeneous Model for Image Restoration Yubin Gu Yuan Meng Kaihang Zheng Xiaoshuai Sun Jiayi Ji Weijian Ruan Liujuan Cao Rongrong Ji 25 0 0 15 Apr 2025
Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling Long Peng Anran Wu W. J. Li Peizhe Xia Xueyuan Dai ... Haoze Sun Renjing Pei Yang Wang Yang Cao Zheng-jun Zha 51 2 0 09 Mar 2025
LapSum -- One Method to Differentiate Them All: Ranking, Sorting and Top-k Selection Łukasz Struski Michał B. Bednarczyk Igor T. Podolak Jacek Tabor BDL 59 0 0 08 Mar 2025
All-in-One Image Compression and Restoration Huimin Zeng Jiacheng Li Ziqiang Zheng Zhiwei Xiong 88 1 0 05 Feb 2025
Adaptive Blind All-in-One Image Restoration David Serrano-Lozano Luis Herranz Shaolin Su Javier Vázquez-Corral VLM 95 0 0 27 Nov 2024
ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal Xiujin Zhu Chee-Onn Chow Joon Huang Chuah Mamba 42 0 0 05 Nov 2024
TANet: Triplet Attention Network for All-In-One Adverse Weather Image Restoration Hsing-Hua Wang Fu-Jen Tsai Yen-Yu Lin Chia-Wen Lin ViT 26 1 0 10 Oct 2024
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration Xu Zhang Jiaqi Ma Guoli Wang Q. Zhang Huan Zhang Lefei Zhang VLM 96 6 0 28 Aug 2024
Sharing Key Semantics in Transformer Makes Efficient Image Restoration Bin Ren Yawei Li Jingyun Liang Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool Ming-Hsuan Yang N. Sebe 37 3 0 30 May 2024
Spatial-frequency Dual-Domain Feature Fusion Network for Low-Light Remote Sensing Image Enhancement Zishu Yao Guodong Fan Jinfu Fan Senior Member Ieee Min Gan F. I. C. L. Philip Chen 37 14 0 26 Apr 2024
Training Transformer Models by Wavelet Losses Improves Quantitative and Visual Performance in Single Image Super-Resolution Cansu Korkmaz A. Murat Tekalp ViT 44 6 0 17 Apr 2024
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring Huiyu Gao Depeng Dang 40 13 0 29 Mar 2024
Segmentation Guided Sparse Transformer for Under-Display Camera Image Restoration Jingyun Xue Tao Wang Jun Wang Kaihao Zhang ViT 45 2 0 09 Mar 2024
NiteDR: Nighttime Image De-Raining with Cross-View Sensor Cooperative Learning for Dynamic Driving Scenes Cidan Shi Lihuang Fang Han Wu Xiaoyu Xian Yukai Shi Liang Lin 34 1 0 28 Feb 2024
NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction Beibei Lin Yeying Jin Wending Yan Wei Ye Yuan. Yuan Shunli Zhang Robby T. Tan 28 9 0 01 Jan 2024
Prompt-In-Prompt Learning for Universal Image Restoration Zilong Li Yiming Lei Chenglong Ma Junping Zhang Hongming Shan VLM 37 25 0 08 Dec 2023
Prompt-based Ingredient-Oriented All-in-One Image Restoration Huiyu Gao Depeng Dang DiffM 29 12 0 06 Sep 2023
Learning Image Deraining Transformer Network with Dynamic Dual Self-Attention Zhe-Cheng Fan Hongming Chen Yufeng Li ViT 20 0 0 15 Aug 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining Jinjin Gu Xianzheng Ma Xiangtao Kong Yu Qiao Chao Dong 30 12 0 24 May 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 29 14 0 19 Feb 2023
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao 125 1,450 0 04 Feb 2021
Efficient Content-Based Sparse Attention with Routing Transformers Aurko Roy M. Saffar Ashish Vaswani David Grangier MoE 243 580 0 12 Mar 2020
Attention-based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions Masanori Suganuma Xing Liu Takayuki Okatani 77 82 0 03 Dec 2018
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 135 989 0 25 Sep 2016