Progressive Split Mamba: Effective State Space Modelling for Image Restoration
Fuente:
arXiv
Saved in:
| Main Authors: | Hassanin, Mohammed, Moustafa, Nour, Deng, Weijian, Radwan, Ibrahim |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration
by: Deng, Rui, et al.
Published: (2024)
by: Deng, Rui, 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)
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)
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)
Visual Attention Methods in Deep Learning: An In-Depth Survey
by: Hassanin, Mohammed, et al.
Published: (2022)
by: Hassanin, Mohammed, et al.
Published: (2022)
Pan-Mamba: Effective pan-sharpening with State Space Model
by: He, Xuanhua, et al.
Published: (2024)
by: He, Xuanhua, 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)
Confidence and Dispersity as Signals: Unsupervised Model Evaluation and Ranking
by: Deng, Weijian, et al.
Published: (2025)
by: Deng, Weijian, et al.
Published: (2025)
Spatial-Mamba: Effective Visual State Space Models via Structure-aware State Fusion
by: Xiao, Chaodong, et al.
Published: (2024)
by: Xiao, Chaodong, et al.
Published: (2024)
When Preference Labels Fall Short: Aligning Diffusion Models from Real Data
by: Chen, Weiyan, et al.
Published: (2026)
by: Chen, Weiyan, et al.
Published: (2026)
MambaVF: State Space Model for Efficient Video Fusion
by: Zhao, Zixiang, et al.
Published: (2026)
by: Zhao, Zixiang, et al.
Published: (2026)
FusionMamba: Efficient Remote Sensing Image Fusion with State Space Model
by: Peng, Siran, et al.
Published: (2024)
by: Peng, Siran, et al.
Published: (2024)
WaterMamba: Visual State Space Model for Underwater Image Enhancement
by: Guan, Meisheng, et al.
Published: (2024)
by: Guan, Meisheng, 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)
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)
An Efficient and Mixed Heterogeneous Model for Image Restoration
by: Gu, Yubin, et al.
Published: (2025)
by: Gu, Yubin, 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)
MatIR: A Hybrid Mamba-Transformer Image Restoration Model
by: Wen, Juan, et al.
Published: (2025)
by: Wen, Juan, et al.
Published: (2025)
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)
VAMamba: An Efficient Visual Adaptive Mamba for Image Restoration
by: Hu, Han, et al.
Published: (2025)
by: Hu, Han, et al.
Published: (2025)
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)
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)
DefMamba: Deformable Visual State Space Model
by: Liu, Leiye, et al.
Published: (2025)
by: Liu, Leiye, et al.
Published: (2025)
EAMamba: Efficient All-Around Vision State Space Model for Image Restoration
by: Lin, Yu-Cheng, et al.
Published: (2025)
by: Lin, Yu-Cheng, et al.
Published: (2025)
MambaIRv2: Attentive State Space Restoration
by: Guo, Hang, et al.
Published: (2024)
by: Guo, Hang, et al.
Published: (2024)
TSkel-Mamba: Temporal Dynamic Modeling via State Space Model for Human Skeleton-based Action Recognition
by: Liu, Yanan, et al.
Published: (2025)
by: Liu, Yanan, et al.
Published: (2025)
MambaHash: Visual State Space Deep Hashing Model for Large-Scale Image Retrieval
by: He, Chao, et al.
Published: (2025)
by: He, Chao, et al.
Published: (2025)
RS3Mamba: Visual State Space Model for Remote Sensing Images Semantic Segmentation
by: Ma, Xianping, et al.
Published: (2024)
by: Ma, Xianping, et al.
Published: (2024)
MambaMIM: Pre-training Mamba with State Space Token Interpolation and its Application to Medical Image Segmentation
by: Tang, Fenghe, et al.
Published: (2024)
by: Tang, Fenghe, et al.
Published: (2024)
ConvVitMamba: Efficient Multiscale Convolution, Transformer, and Mamba-Based Sequence modelling for Hyperspectral Image Classification
by: Alkhatib, Mohammed Q.
Published: (2026)
by: Alkhatib, Mohammed Q.
Published: (2026)
Delving into Cascaded Instability: A Lipschitz Continuity View on Image Restoration and Object Detection Synergy
by: Zhao, Qing, et al.
Published: (2025)
by: Zhao, Qing, 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)
VideoMamba: State Space Model for Efficient Video Understanding
by: Li, Kunchang, et al.
Published: (2024)
by: Li, Kunchang, et al.
Published: (2024)
Mamba-Adaptor: State Space Model Adaptor for Visual Recognition
by: Xie, Fei, et al.
Published: (2025)
by: Xie, Fei, et al.
Published: (2025)
Mamba-ST: State Space Model for Efficient Style Transfer
by: Botti, Filippo, et al.
Published: (2024)
by: Botti, Filippo, et al.
Published: (2024)
U-Shape Mamba: State Space Model for faster diffusion
by: Ergasti, Alex, et al.
Published: (2025)
by: Ergasti, Alex, et al.
Published: (2025)
OccMamba: Semantic Occupancy Prediction with State Space Models
by: Li, Heng, et al.
Published: (2024)
by: Li, Heng, 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)
Similar Items
-
CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration
by: Deng, Rui, et al.
Published: (2024) -
ControlMambaIR: Conditional Controls with State-Space Model for Image Restoration
by: Yang, Cheng, et al.
Published: (2025) -
MambaIR: A Simple Baseline for Image Restoration with State-Space Model
by: Guo, Hang, et al.
Published: (2024) -
Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration
by: Peng, Long, et al.
Published: (2025) -
Visual Attention Methods in Deep Learning: An In-Depth Survey
by: Hassanin, Mohammed, et al.
Published: (2022)