CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration
Fuente:
arXiv
Saved in:
| Main Authors: | Deng, Rui, Gu, Tianpei |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Progressive Split Mamba: Effective State Space Modelling for Image Restoration
by: Hassanin, Mohammed, et al.
Published: (2026)
by: Hassanin, Mohammed, et al.
Published: (2026)
MambaIR: A Simple Baseline for Image Restoration with State-Space Model
by: Guo, Hang, et al.
Published: (2024)
by: Guo, Hang, et al.
Published: (2024)
ControlMambaIR: Conditional Controls with State-Space Model for Image Restoration
by: Yang, Cheng, et al.
Published: (2025)
by: Yang, Cheng, et al.
Published: (2025)
Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration
by: Peng, Long, et al.
Published: (2025)
by: Peng, Long, et al.
Published: (2025)
Exploring State Space Model in Wavelet Domain: An Infrared and Visible Image Fusion Network via Wavelet Transform and State Space Model
by: Zhang, Tianpei, et al.
Published: (2025)
by: Zhang, Tianpei, et al.
Published: (2025)
Mamba-CL: Optimizing Selective State Space Model in Null Space for Continual Learning
by: Cheng, De, et al.
Published: (2024)
by: Cheng, De, et al.
Published: (2024)
CloudMamba: Grouped Selective State Spaces for Point Cloud Analysis
by: Qu, Kanglin, et al.
Published: (2025)
by: Qu, Kanglin, et al.
Published: (2025)
VideoMamba: Spatio-Temporal Selective State Space Model
by: Park, Jinyoung, et al.
Published: (2024)
by: Park, Jinyoung, et al.
Published: (2024)
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model
by: Xie, Fei, et al.
Published: (2024)
by: Xie, Fei, et al.
Published: (2024)
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection
by: Behrouz, Ali, et al.
Published: (2024)
by: Behrouz, Ali, et al.
Published: (2024)
Multi-Scale Representation Learning for Image Restoration with State-Space Model
by: He, Yuhong, et al.
Published: (2024)
by: He, Yuhong, et al.
Published: (2024)
Mamba-ND: Selective State Space Modeling for Multi-Dimensional Data
by: Li, Shufan, et al.
Published: (2024)
by: Li, Shufan, et al.
Published: (2024)
SR-Mamba: Effective Surgical Phase Recognition with State Space Model
by: Cao, Rui, et al.
Published: (2024)
by: Cao, Rui, et al.
Published: (2024)
FusionMamba: Efficient Remote Sensing Image Fusion with State Space Model
by: Peng, Siran, et al.
Published: (2024)
by: Peng, Siran, et al.
Published: (2024)
MambaVF: State Space Model for Efficient Video Fusion
by: Zhao, Zixiang, et al.
Published: (2026)
by: Zhao, Zixiang, et al.
Published: (2026)
Pan-Mamba: Effective pan-sharpening with State Space Model
by: He, Xuanhua, et al.
Published: (2024)
by: He, Xuanhua, et al.
Published: (2024)
SP-Mamba: Spatial-Perception State Space Model for Unsupervised Medical Anomaly Detection
by: Pan, Rui, et al.
Published: (2025)
by: Pan, Rui, et al.
Published: (2025)
WaterMamba: Visual State Space Model for Underwater Image Enhancement
by: Guan, Meisheng, et al.
Published: (2024)
by: Guan, Meisheng, et al.
Published: (2024)
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning
by: Li, Xiaojie, et al.
Published: (2024)
by: Li, Xiaojie, et al.
Published: (2024)
VL-Mamba: Exploring State Space Models for Multimodal Learning
by: Qiao, Yanyuan, et al.
Published: (2024)
by: Qiao, Yanyuan, et al.
Published: (2024)
VmambaIR: Visual State Space Model for Image Restoration
by: Shi, Yuan, et al.
Published: (2024)
by: Shi, Yuan, et al.
Published: (2024)
Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration
by: Chen, Yujie, et al.
Published: (2025)
by: Chen, Yujie, et al.
Published: (2025)
WaMaIR: Image Restoration via Multiscale Wavelet Convolutions and Mamba-based Channel Modeling with Texture Enhancement
by: Zhu, Shengyu, et al.
Published: (2025)
by: Zhu, Shengyu, et al.
Published: (2025)
InceptionMamba: Efficient Multi-Stage Feature Enhancement with Selective State Space Model for Microscopic Medical Image Segmentation
by: Kareem, Daniya Najiha Abdul, et al.
Published: (2025)
by: Kareem, Daniya Najiha Abdul, et al.
Published: (2025)
ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal
by: Zhu, Xiujin, et al.
Published: (2024)
by: Zhu, Xiujin, et al.
Published: (2024)
CountMamba: Exploring Multi-directional Selective State-Space Models for Plant Counting
by: He, Hulingxiao, et al.
Published: (2024)
by: He, Hulingxiao, et al.
Published: (2024)
O-Mamba: O-shape State-Space Model for Underwater Image Enhancement
by: Dong, Chenyu, et al.
Published: (2024)
by: Dong, Chenyu, et al.
Published: (2024)
MambaMIC: An Efficient Baseline for Microscopic Image Classification with State Space Models
by: Zou, Shun, et al.
Published: (2024)
by: Zou, Shun, et al.
Published: (2024)
MatIR: A Hybrid Mamba-Transformer Image Restoration Model
by: Wen, Juan, et al.
Published: (2025)
by: Wen, Juan, et al.
Published: (2025)
Edge-Efficient Image Restoration: Transformer Distillation into State-Space Models
by: Miriyala, Srinivas Soumitri, et al.
Published: (2026)
by: Miriyala, Srinivas Soumitri, et al.
Published: (2026)
Learning Continuous Wasserstein Barycenter Space for Generalized All-in-One Image Restoration
by: Tang, Xiaole, et al.
Published: (2026)
by: Tang, Xiaole, et al.
Published: (2026)
Serp-Mamba: Advancing High-Resolution Retinal Vessel Segmentation with Selective State-Space Model
by: Wang, Hongqiu, et al.
Published: (2024)
by: Wang, Hongqiu, et al.
Published: (2024)
VAMamba: An Efficient Visual Adaptive Mamba for Image Restoration
by: Hu, Han, et al.
Published: (2025)
by: Hu, Han, et al.
Published: (2025)
LocalMamba: Visual State Space Model with Windowed Selective Scan
by: Huang, Tao, et al.
Published: (2024)
by: Huang, Tao, et al.
Published: (2024)
Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion
by: Cao, Ke, et al.
Published: (2024)
by: Cao, Ke, et al.
Published: (2024)
SpectMamba: Integrating Frequency and State Space Models for Enhanced Medical Image Detection
by: Wang, Yao, et al.
Published: (2025)
by: Wang, Yao, et al.
Published: (2025)
DefMamba: Deformable Visual State Space Model
by: Liu, Leiye, et al.
Published: (2025)
by: Liu, Leiye, et al.
Published: (2025)
Point Cloud Mamba: Point Cloud Learning via State Space Model
by: Zhang, Tao, et al.
Published: (2024)
by: Zhang, Tao, et al.
Published: (2024)
ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning
by: Hou, Wenjin, et al.
Published: (2024)
by: Hou, Wenjin, et al.
Published: (2024)
RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining
by: Wu, Hongtao, et al.
Published: (2024)
by: Wu, Hongtao, et al.
Published: (2024)
Similar Items
-
Progressive Split Mamba: Effective State Space Modelling for Image Restoration
by: Hassanin, Mohammed, et al.
Published: (2026) -
MambaIR: A Simple Baseline for Image Restoration with State-Space Model
by: Guo, Hang, et al.
Published: (2024) -
ControlMambaIR: Conditional Controls with State-Space Model for Image Restoration
by: Yang, Cheng, et al.
Published: (2025) -
Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration
by: Peng, Long, et al.
Published: (2025) -
Exploring State Space Model in Wavelet Domain: An Infrared and Visible Image Fusion Network via Wavelet Transform and State Space Model
by: Zhang, Tianpei, et al.
Published: (2025)