MambaMoE: Mixture-of-Spectral-Spatial-Experts State Space Model for Hyperspectral Image Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Xu, Yichu, Wang, Di, Jiao, Hongzan, Zhang, Lefei, Zhang, Liangpei |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Dual Selective Fusion Transformer Network for Hyperspectral Image Classification
by: Xu, Yichu, et al.
Published: (2024)
by: Xu, Yichu, et al.
Published: (2024)
HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution
by: Chen, Shi, et al.
Published: (2025)
by: Chen, Shi, et al.
Published: (2025)
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification
by: Li, Yapeng, et al.
Published: (2025)
by: Li, Yapeng, et al.
Published: (2025)
S$^2$Mamba: A Spatial-spectral State Space Model for Hyperspectral Image Classification
by: Wang, Guanchun, et al.
Published: (2024)
by: Wang, Guanchun, et al.
Published: (2024)
Spectral-Spatial Mamba for Hyperspectral Image Classification
by: Huang, Lingbo, et al.
Published: (2024)
by: Huang, Lingbo, et al.
Published: (2024)
Enhancing Perception of Key Changes in Remote Sensing Image Change Captioning
by: Yang, Cong, et al.
Published: (2024)
by: Yang, Cong, et al.
Published: (2024)
Clustering-Guided Spatial-Spectral Mamba for Hyperspectral Image Classification
by: Dewis, Zack, et al.
Published: (2026)
by: Dewis, Zack, et al.
Published: (2026)
Multi-head Spatial-Spectral Mamba for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)
by: Ahmad, Muhammad, et al.
Published: (2024)
Unmixing-Guided Spatial-Spectral Mamba with Clustering Tokens for Hyperspectral Image Classification
by: Zhu, Yimin, et al.
Published: (2026)
by: Zhu, Yimin, et al.
Published: (2026)
SpectralMamba: Efficient Mamba for Hyperspectral Image Classification
by: Yao, Jing, et al.
Published: (2024)
by: Yao, Jing, et al.
Published: (2024)
Spatial and Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)
by: Ahmad, Muhammad, et al.
Published: (2024)
WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)
by: Ahmad, Muhammad, et al.
Published: (2024)
DualMamba: A Lightweight Spectral-Spatial Mamba-Convolution Network for Hyperspectral Image Classification
by: Sheng, Jiamu, et al.
Published: (2024)
by: Sheng, Jiamu, et al.
Published: (2024)
LGEST: Dynamic Spatial-Spectral Expert Routing for Hyperspectral Image Classification
by: Wen, Jiawen, et al.
Published: (2026)
by: Wen, Jiawen, et al.
Published: (2026)
SP-MoMamba: Superpixel-driven Mixture of State Space Experts for Efficient Image Super-Resolution
by: Zou, Wenbin, et al.
Published: (2026)
by: Zou, Wenbin, et al.
Published: (2026)
Patch-MoE Mamba: A Patch-Ordered Mixture-of-Experts State Space Architecture for Medical Image Segmentation
by: Adame, Diego, et al.
Published: (2026)
by: Adame, Diego, et al.
Published: (2026)
3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification
by: He, Yan, et al.
Published: (2024)
by: He, Yan, et al.
Published: (2024)
IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification
by: He, Yan, et al.
Published: (2024)
by: He, Yan, et al.
Published: (2024)
DCT-Mamba3D: Spectral Decorrelation and Spatial-Spectral Feature Extraction for Hyperspectral Image Classification
by: Cao, Weijia, et al.
Published: (2025)
by: Cao, Weijia, et al.
Published: (2025)
Hybrid State-Space and GRU-based Graph Tokenization Mamba for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2025)
by: Ahmad, Muhammad, et al.
Published: (2025)
Sparse Deformable Mamba for Hyperspectral Image Classification
by: Xu, Lincoln Linlin, et al.
Published: (2025)
by: Xu, Lincoln Linlin, et al.
Published: (2025)
Spatial-Spectral Diffusion Contrastive Representation Network for Hyperspectral Image Classification
by: Zhu, Yimin, et al.
Published: (2025)
by: Zhu, Yimin, et al.
Published: (2025)
A Universal Knowledge Embedded Contrastive Learning Framework for Hyperspectral Image Classification
by: Liu, Quanwei, et al.
Published: (2024)
by: Liu, Quanwei, et al.
Published: (2024)
Mamba-in-Mamba: Centralized Mamba-Cross-Scan in Tokenized Mamba Model for Hyperspectral Image Classification
by: Zhou, Weilian, et al.
Published: (2024)
by: Zhou, Weilian, et al.
Published: (2024)
Spectral-Spatial Self-Supervised Learning for Few-Shot Hyperspectral Image Classification
by: Chen, Wenchen, et al.
Published: (2025)
by: Chen, Wenchen, et al.
Published: (2025)
Hyperspectral Image Classification using Spectral-Spatial Mixer Network
by: Alkhatib, Mohammed Q.
Published: (2025)
by: Alkhatib, Mohammed Q.
Published: (2025)
TiMo: Spatiotemporal Foundation Model for Satellite Image Time Series
by: Qin, Xiaolei, et al.
Published: (2025)
by: Qin, Xiaolei, et al.
Published: (2025)
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)
Omni-Fusion of Spatial and Spectral for Hyperspectral Image Segmentation
by: Zhang, Qing, et al.
Published: (2025)
by: Zhang, Qing, et al.
Published: (2025)
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model
by: Wang, Di, et al.
Published: (2024)
by: Wang, Di, et al.
Published: (2024)
SITSMamba for Crop Classification based on Satellite Image Time Series
by: Qin, Xiaolei, et al.
Published: (2024)
by: Qin, Xiaolei, et al.
Published: (2024)
Cross-Domain Transfer with Self-Supervised Spectral-Spatial Modeling for Hyperspectral Image Classification
by: Chao, Jianshu, et al.
Published: (2026)
by: Chao, Jianshu, et al.
Published: (2026)
Dual-stage Hyperspectral Image Classification Model with Spectral Supertoken
by: Liu, Peifu, et al.
Published: (2024)
by: Liu, Peifu, et al.
Published: (2024)
Dual Hyperspectral Mamba for Efficient Spectral Compressive Imaging
by: Dong, Jiahua, et al.
Published: (2024)
by: Dong, Jiahua, et al.
Published: (2024)
SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image Denoising
by: Fu, Guanyiman, et al.
Published: (2024)
by: Fu, Guanyiman, et al.
Published: (2024)
SpectralMamba-UNet: Frequency-Disentangled State Space Modeling for Texture-Structure Consistent Medical Image Segmentation
by: Zhang, Fuhao, et al.
Published: (2026)
by: Zhang, Fuhao, et al.
Published: (2026)
SDTN and TRN: Adaptive Spectral-Spatial Feature Extraction for Hyperspectral Image Classification
by: Ye, Fuyin, et al.
Published: (2025)
by: Ye, Fuyin, et al.
Published: (2025)
FSCM: Frequency-Enhanced Spatial-Spectral Coupled Mamba for Infrared Hyperspectral Image Colorization
by: Liu, Tingting, et al.
Published: (2026)
by: Liu, Tingting, et al.
Published: (2026)
DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)
by: Ahmad, Muhammad, et al.
Published: (2024)
HTD-Mamba: Efficient Hyperspectral Target Detection with Pyramid State Space Model
by: Shen, Dunbin, et al.
Published: (2024)
by: Shen, Dunbin, et al.
Published: (2024)
Similar Items
-
Dual Selective Fusion Transformer Network for Hyperspectral Image Classification
by: Xu, Yichu, et al.
Published: (2024) -
HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution
by: Chen, Shi, et al.
Published: (2025) -
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification
by: Li, Yapeng, et al.
Published: (2025) -
S$^2$Mamba: A Spatial-spectral State Space Model for Hyperspectral Image Classification
by: Wang, Guanchun, et al.
Published: (2024) -
Spectral-Spatial Mamba for Hyperspectral Image Classification
by: Huang, Lingbo, et al.
Published: (2024)