GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions

29 May 2023

Wei Liu

Papers citing "GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions"

26 / 26 papers shown

Title
Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu Liqiang Nie VLM CLL 41 0 0 14 Apr 2025
Content-Aware Transformer for All-in-one Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu ViT 47 0 0 07 Apr 2025
SpikeDerain: Unveiling Clear Videos from Rainy Sequences Using Color Spike Streams Hanwen Liang X. Zhong Wenxuan Liu Yajing Zheng Wenxin Huang Zhaofei Yu Tiejun Huang 71 0 0 26 Mar 2025
Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks Haijin Zeng Xiangming Wang Yongyong Chen Jingyong Su Jie Liu 56 0 0 21 Mar 2025
From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Perspective C. Zhao Z. Chen Yunzhe Xu Enxuan Gu Jian Li Zili Yi Qian Wang Jian Yang Ying Tai 87 0 0 17 Mar 2025
Prompt to Restore, Restore to Prompt: Cyclic Prompting for Universal Adverse Weather Removal Rongxin Liao Feng-Qiang Li Yanyan Wei Zenglin Shi Le Zhang H. Bai M. Wang 51 0 0 12 Mar 2025
Complexity Experts are Task-Discriminative Learners for Any Image Restoration Eduard Zamfir Zongwei Wu Nancy Mehta Yuedong Tan Danda Pani Paudel Yulun Zhang Radu Timofte MoE 86 1 0 27 Nov 2024
A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends Junjun Jiang Zengyuan Zuo Gang Wu Kui Jiang Xianming Liu 40 10 0 19 Oct 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration Zhiyu Zhu Jinhui Hou Hui Liu Huanqiang Zeng Junhui Hou 30 0 0 07 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 88 5 0 28 Aug 2024
CorrAdaptor: Adaptive Local Context Learning for Correspondence Pruning Wei Zhu Yicheng Liu Yuping He Tangfei Liao Kang Zheng Xiaoqiu Xu Tao Wang Tong Lu 11 0 0 15 Aug 2024
Restoring Images in Adverse Weather Conditions via Histogram Transformer Shangquan Sun Wenqi Ren Xinwei Gao Rui Wang Xiaochun Cao 39 20 0 14 Jul 2024
CorrMAE: Pre-training Correspondence Transformers with Masked Autoencoder Tangfei Liao Xiaoqin Zhang Guobao Xiao Min Li Tao Wang Mang Ye 33 1 0 09 Jun 2024
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation Yuning Cui Syed Waqas Zamir Salman Khan Alois Knoll Mubarak Shah Fahad Shahbaz Khan 21 17 0 21 Mar 2024
Always Clear Days: Degradation Type and Severity Aware All-In-One Adverse Weather Removal Yu-Wei Chen Soo-Chang Pei 22 9 0 27 Oct 2023
MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing Yuwei Qiu Kaihao Zhang Chenxi Wang Wenhan Luo Hongdong Li Zhi Jin ViT 21 32 0 27 Aug 2023
Benchmarking Ultra-High-Definition Image Reflection Removal Zhenyuan Zhang Zhenbo Song Kaihao Zhang Wenhan Luo Zhaoxin Fan Jianfeng Lu 15 1 0 01 Aug 2023
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 382 4,010 0 28 Jan 2022
Contrastive Learning for Compact Single Image Dehazing Haiyan Wu Yanyun Qu Shaohui Lin J. Zhou Ruizhi Qiao Zhizhong Zhang Yuan Xie Lizhuang Ma 119 541 0 19 Apr 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao 119 1,420 0 04 Feb 2021
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 187 3,480 0 20 Aug 2019
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,191 0 21 Nov 2016
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 123 987 0 25 Sep 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 183 5,138 0 16 Sep 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 244 35,884 0 25 Aug 2016
DehazeNet: An End-to-End System for Single Image Haze Removal Bolun Cai Xiangmin Xu K. Jia Chunmei Qing Dacheng Tao 117 2,388 0 28 Jan 2016