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MambaIRv2: Attentive State Space Restoration

22 November 2024

Papers citing "MambaIRv2: Attentive State Space Restoration"

50 / 71 papers shown

Title
Polyline Path Masked Attention for Vision Transformer Zhongchen Zhao Chaodong Xiao H. Lin Qi Xie Lei Zhang Deyu Meng Mamba 25 0 0 19 Jun 2025
FADPNet: Frequency-Aware Dual-Path Network for Face Super-Resolution Siyu Xu W. Li Guangwei Gao Jian Yang Guo-Jun Qi Chia-Wen Lin CVBM 21 0 0 17 Jun 2025
MambaVSR: Content-Aware Scanning State Space Model for Video Super-Resolution Linfeng He Meiqin Liu Qi Tang Chao Yao Yao-Min Zhao Mamba 80 0 0 13 Jun 2025
NTIRE 2025 Challenge on RAW Image Restoration and Super-Resolution Marcos V. Conde Radu Timofte Z. Lu Xiangyu Kong Xiaoxia Xing ... Heng Sun Yubo Wang Jinghua Wang Jiajie Lu Watchara Ruangsan SupR 30 6 0 02 Jun 2025
Instance Data Condensation for Image Super-Resolution Tianhao Peng Ho Man Kwan Yuxuan Jiang Ge Gao Fan Zhang Xiaozhong Xu Shan Liu David Bull DD 54 1 0 27 May 2025
PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter Yaohua Zha Yanzi Wang Hang Guo Jinpeng Wang Tao Dai Bin Chen Zhihao Ouyang Xue Yuerong Ke Chen Shu-Tao Xia 98 1 0 27 May 2025
Benchmarking Laparoscopic Surgical Image Restoration and Beyond Jialun Pei D. Guo Donghui Yang Zhixi Li Yuxin Feng Long Ma Bo Du Pheng-Ann Heng 38 0 0 25 May 2025
A Preliminary Study for GPT-4o on Image Restoration Hao Yang Yiran Yang Ruikun Zhang Liyuan Pan 90 1 0 08 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 Xuelong Li Guangliang Cheng Mamba 261 0 0 01 May 2025
DPMambaIR:All-in-One Image Restoration via Degradation-Aware Prompt State Space Model Ziqiang Liu Shuigeng Zhou Yuchao Dai Yang Wang Yisheng An Xiangmo Zhao 90 1 0 24 Apr 2025
NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: KwaiSR Dataset and Study Xin Li Xijun Wang Bingchen Li Kun Yuan Yizhen Shao Suhang Yao Ming-Ting Sun Chao Zhou Radu Timofte Zhibo Chen 90 15 0 21 Apr 2025
$NTIRE 2025 Challenge on Image Super-Resolution ($\times$4): Methods and Results$ NTIRE 2025 Challenge on Image Super-Resolution ( $\times$ 4): Methods and Results Zheng Chen Kai Liu Jue Gong Jun Wang Lei Sun ... Prashant Patil Santosh Kumar Vipparthi Subrahmanyam Murala Bilel Benjdira Anas M. Ali SupR 379 10 0 20 Apr 2025
NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results Xin Li Kun Yuan B. Li Fengbin Guan Yizhen Shao ... Guohua Zhang Z. Huang Y. Deng Qingmiao Jiang Lu Chen 127 15 0 17 Apr 2025
The Tenth NTIRE 2025 Image Denoising Challenge Report Lei-huan Sun Hang Guo Bin Ren Luc Van Gool Radu Timofte ... Kun Li Shengeng Tang Yu Zhang Weirun Zhou Haoxuan Lu 3DGS 126 14 0 16 Apr 2025
The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report Bin Ren Hang Guo Lei-huan Sun Zhikai Wu Radu Timofte ... Dong-Hyeop Son Ui-Jin Choi Tiancheng Shao Yu Zhang Mengcheng Ma SupR 160 13 0 14 Apr 2025
C2D-ISR: Optimizing Attention-based Image Super-resolution from Continuous to Discrete Scales Yuxuan Jiang Chengxi Zeng Siyue Teng Fan Zhang Xiaoqing Zhu Joel Sole David Bull 103 4 0 17 Mar 2025
Exploring Linear Attention Alternative for Single Image Super-Resolution Rongchang Lu Changyu Li Donghang Li Guojing Zhang Jianqiang Huang Xuelong Li 124 0 0 01 Feb 2025
Mamba-MOC: A Multicategory Remote Object Counting via State Space Model Peng Liu Sen Lei Heng-Chao Li Mamba 89 1 0 12 Jan 2025
LossAgent: Towards Any Optimization Objectives for Image Processing with LLM Agents Bingchen Li Xin Li Yiting Lu Zhibo Chen 182 1 0 05 Dec 2024
A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends Junjun Jiang Zengyuan Zuo Gang Wu Kui Jiang Xianming Liu 101 17 0 19 Oct 2024
Hi-Mamba: Hierarchical Mamba for Efficient Image Super-Resolution Junbo Qiao Jincheng Liao Wei Li Yulun Zhang Yong Guo Yi Wen Zhangxizi Qiu Jiao Xie Jie Hu Shaohui Lin Mamba 69 11 0 14 Oct 2024
RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining Hongtao Wu Yijun Yang Huihui Xu Weiming Wang Jinni Zhou Lei Zhu Mamba 84 21 0 31 Jul 2024
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 212 42 0 17 Jun 2024
PixMamba: Leveraging State Space Models in a Dual-Level Architecture for Underwater Image Enhancement Wei-Tung Lin Yong-Xiang Lin Jyun-Wei Chen Kai-Lung Hua Mamba 65 5 0 12 Jun 2024
Demystify Mamba in Vision: A Linear Attention Perspective Dongchen Han Ziyi Wang Zhuofan Xia Yizeng Han Yifan Pu Chunjiang Ge Jun Song Shiji Song Bo Zheng Gao Huang Mamba 127 59 0 26 May 2024
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space Jiangwei Weng Zhiqiang Yan Ying Tai J. Qian Jian Yang Jun Li Mamba 91 14 0 25 May 2024
MambaVC: Learned Visual Compression with Selective State Spaces Shiyu Qin Jinpeng Wang Yimin Zhou Bin Chen Tianci Luo Baoyi An Tao Dai Shu-Tao Xia Yaowei Wang Mamba 120 13 0 24 May 2024
Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement Jiesong Bai Yuhao Yin Qiyuan He Yuanxian Li Xiaofeng Zhang Mamba 93 30 0 06 May 2024
FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining Zou Zhen Yu Hu Zhao Feng Mamba 76 43 0 15 Apr 2024
FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba Xinyu Xie Yawen Cui Chio-in Ieong Tao Tan Xiaozhi Zhang Mamba 118 48 0 15 Apr 2024
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring Huiyu Gao Depeng Dang 85 14 0 29 Mar 2024
VmambaIR: Visual State Space Model for Image Restoration Yuan Shi Bin Xia Xiaoyu Jin Xing Wang Tianyu Zhao Xin Xia Xuefeng Xiao Wenming Yang 94 58 0 18 Mar 2024
MambaIR: A Simple Baseline for Image Restoration with State-Space Model Hang Guo Jinmin Li Tao Dai Zhihao Ouyang Xudong Ren Shu-Tao Xia Mamba 109 242 0 23 Feb 2024
U-shaped Vision Mamba for Single Image Dehazing Zhuoran Zheng Chen Henry Wu 120 38 0 06 Feb 2024
Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary Leheng Zhang Yawei Li Xingyu Zhou Xiaorui Zhao Shuhang Gu SupR 92 34 0 16 Jan 2024
Mamba: Linear-Time Sequence Modeling with Selective State Spaces Albert Gu Tri Dao Mamba 154 2,810 0 01 Dec 2023
A Comparative Study of Image Restoration Networks for General Backbone Network Design Xiangyu Chen Zheyuan Li Yuandong Pu Yihao Liu Jiantao Zhou Yu Qiao Chao Dong VLM 96 31 0 18 Oct 2023
Dual Aggregation Transformer for Image Super-Resolution Zheng Chen Yulun Zhang Jinjin Gu Lingyu Kong Xiaokang Yang Feng Yu ViT 84 187 0 07 Aug 2023
Omni Aggregation Networks for Lightweight Image Super-Resolution Hang Wang Xuanhong Chen Bingbing Ni Yutian Liu Jinfan Liu SupR 94 80 0 20 Apr 2023
Xformer: Hybrid X-Shaped Transformer for Image Denoising Jiale Zhang Yulun Zhang Jinjin Gu Jiahua Dong Lingyu Kong Xiaokang Yang ViT 76 29 0 11 Mar 2023
Recursive Generalization Transformer for Image Super-Resolution Zheng Chen Yulun Zhang Jinjin Gu Lingyu Kong Xiaokang Yang ViT 105 32 0 11 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 93 181 0 01 Mar 2023
Cross Aggregation Transformer for Image Restoration Zheng Chen Yulun Zhang Jinjin Gu Yongbing Zhang Lingyu Kong X. Yuan ViT 102 153 0 24 Nov 2022
Accurate Image Restoration with Attention Retractable Transformer Jiale Zhang Yulun Zhang Jinjin Gu Yongbing Zhang Lingyu Kong X. Yuan ViT 95 99 0 04 Oct 2022
Activating More Pixels in Image Super-Resolution Transformer Xiangyu Chen Xintao Wang Jiantao Zhou Yu Qiao Chao Dong ViT 167 640 0 09 May 2022
Visual Prompt Tuning Menglin Jia Luming Tang Bor-Chun Chen Claire Cardie Serge Belongie Bharath Hariharan Ser-Nam Lim VLM VPVLM 175 1,651 0 23 Mar 2022
Efficient Long-Range Attention Network for Image Super-resolution Xindong Zhang Huiyu Zeng Shi Guo Lei Zhang ViT 89 298 0 13 Mar 2022
On Efficient Transformer-Based Image Pre-training for Low-Level Vision Wenbo Li Xin Lu Shengju Qian Jiangbo Lu Xinming Zhang Jiaya Jia ViT 140 88 0 19 Dec 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 184 2,261 0 18 Nov 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 196 2,969 0 23 Aug 2021