Cover Image

M$^3$amba: CLIP-driven Mamba Model for Multi-modal Remote Sensing Classification

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cao, Mingxiang, Xie, Weiying, Zhang, Xin, Zhang, Jiaqing, Jiang, Kai, Lei, Jie, Li, Yunsong
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

DiffCLIP: Few-shot Language-driven Multimodal Classifier
by: Zhang, Jiaqing, et al.
Published: (2024)

Distribution-aware Interactive Attention Network and Large-scale Cloud Recognition Benchmark on FY-4A Satellite Image
by: Zhang, Jiaqing, et al.
Published: (2024)

Multi-scale direction-aware SAR object detection network via global information fusion
by: Cao, Mingxiang, et al.
Published: (2023)

SwiMDiff: Scene-wide Matching Contrastive Learning with Diffusion Constraint for Remote Sensing Image
by: Tian, Jiayuan, et al.
Published: (2024)

E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection
by: Zhang, Jiaqing, et al.
Published: (2024)

Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR Classification
by: Zhang, Jiaqing, et al.
Published: (2024)

Hyperspectral Mamba for Hyperspectral Object Tracking
by: Gao, Long, et al.
Published: (2025)

FoRA: Low-Rank Adaptation Model beyond Multimodal Siamese Network
by: Xie, Weiying, et al.
Published: (2024)

Hyperspectral Anomaly Detection with Self-Supervised Anomaly Prior
by: Liu, Yidan, et al.
Published: (2024)

FusionSAM: Visual Multi-Modal Learning with Segment Anything
by: Li, Daixun, et al.
Published: (2024)

RS-DGC: Exploring Neighborhood Statistics for Dynamic Gradient Compression on Remote Sensing Image Interpretation
by: Xie, Weiying, et al.
Published: (2023)

SeaDATE: Remedy Dual-Attention Transformer with Semantic Alignment via Contrast Learning for Multimodal Object Detection
by: Dong, Shuhan, et al.
Published: (2024)

RemoteDet-Mamba: A Hybrid Mamba-CNN Network for Multi-modal Object Detection in Remote Sensing Images
by: Ren, Kejun, et al.
Published: (2024)

Physics Inspired Criterion for Pruning-Quantization Joint Learning
by: Xie, Weiying, et al.
Published: (2023)

Domain Adaptation for Large-Vocabulary Object Detectors
by: Jiang, Kai, et al.
Published: (2024)

Exploring Hyperspectral Anomaly Detection with Human Vision: A Small Target Aware Detector
by: Ma, Jitao, et al.
Published: (2024)

SkySense V2: A Unified Foundation Model for Multi-modal Remote Sensing
by: Zhang, Yingying, et al.
Published: (2025)

DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception
by: Jiang, Kai, et al.
Published: (2024)

CADFormer: Fine-Grained Cross-modal Alignment and Decoding Transformer for Referring Remote Sensing Image Segmentation
by: Liu, Maofu, et al.
Published: (2025)

Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning
by: Zhang, Xin, et al.
Published: (2023)

CSFMamba: Cross State Fusion Mamba Operator for Multimodal Remote Sensing Image Classification
by: Wang, Qingyu, et al.
Published: (2025)

BSDM: Background Suppression Diffusion Model for Hyperspectral Anomaly Detection
by: Ma, Jitao, et al.
Published: (2023)

Hyperspectral Adapter for Object Tracking based on Hyperspectral Video
by: Gao, Long, et al.
Published: (2025)

RS-Mamba for Large Remote Sensing Image Dense Prediction
by: Zhao, Sijie, et al.
Published: (2024)

CLIP Multi-modal Hashing for Multimedia Retrieval
by: Zhu, Jian, et al.
Published: (2024)

Frequency-Assisted Mamba for Remote Sensing Image Super-Resolution
by: Xiao, Yi, et al.
Published: (2024)

Remote Sensing Image Segmentation Using Vision Mamba and Multi-Scale Multi-Frequency Feature Fusion
by: Cao, Yice, et al.
Published: (2024)

Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives
by: Liu, Yidan, et al.
Published: (2024)

Building a Multi-modal Spatiotemporal Expert for Zero-shot Action Recognition with CLIP
by: Yu, Yating, et al.
Published: (2024)

Reducing Spurious Correlation for Federated Domain Generalization
by: Ma, Shuran, et al.
Published: (2024)

AVS-Mamba: Exploring Temporal and Multi-modal Mamba for Audio-Visual Segmentation
by: Gong, Sitong, et al.
Published: (2025)

SFFNet: A Wavelet-Based Spatial and Frequency Domain Fusion Network for Remote Sensing Segmentation
by: Yang, Yunsong, et al.
Published: (2024)

RemoteTrimmer: Adaptive Structural Pruning for Remote Sensing Image Classification
by: Zou, Guangwenjie, et al.
Published: (2024)

EarthMarker: A Visual Prompting Multi-modal Large Language Model for Remote Sensing
by: Zhang, Wei, et al.
Published: (2024)

Few-Shot Remote Sensing Image Scene Classification with CLIP and Prompt Learning
by: Dimitrovski, Ivica, et al.
Published: (2025)

RSDehamba: Lightweight Vision Mamba for Remote Sensing Satellite Image Dehazing
by: Zhou, Huiling, et al.
Published: (2024)

RemoteCLIP: A Vision Language Foundation Model for Remote Sensing
by: Liu, Fan, et al.
Published: (2023)

RS3Mamba: Visual State Space Model for Remote Sensing Images Semantic Segmentation
by: Ma, Xianping, et al.
Published: (2024)

UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images
by: Zhu, Enze, et al.
Published: (2024)

CLIP-Mamba: CLIP Pretrained Mamba Models with OOD and Hessian Evaluation
by: Huang, Weiquan, et al.
Published: (2024)