OMEGAFSL / MESSL
Multiform Ensemble Self-Supervised Learning for Few-Shot Remote Sensing Scene Classification
☆11Updated last year
Related projects ⓘ
Alternatives and complementary repositories for MESSL
- Code for TGRS paper "Universal Domain Adaptation for Remote Sensing Image Scene Classification"☆35Updated last year
- [CVPR2024] Improving Generalized Zero-Shot Learning by Exploring the Diverse Semantics from External Class Names☆10Updated 2 weeks ago
- This repository is the official implementation of "A Self-supervised-driven Open-set Unsupervised Domain Adaptation Method for Optical Re…☆20Updated last year
- Masked Angle-Aware Autoencoder for Remote Sensing Images (ECCV 2024)☆19Updated 2 weeks ago
- The official PyTorch implementation of our paper (Simple and Efficient: A Semisupervised Learning Framework for Remote Sensing Image Sema…☆17Updated last year
- ☆14Updated 3 weeks ago
- This is the code for the paper Siamese-Prototype Netwrok for Few-Shot Remote Sensing Image Scene Classification☆14Updated 3 years ago
- This repository contains the code and models from the paper "Self-Supervised Learning of Remote Sensing Scene Representations Using Cont…☆32Updated 9 months ago
- the official TangXu's group released codes about the Remote Sensing images classificaiton☆24Updated 11 months ago
- ☆11Updated last year
- UGRoadUpd: An unchanged-guided road updating framework based on remotely sensed imagery☆10Updated last year
- ☆10Updated 3 years ago
- Concatenated Deep-Learning Framework for Multitask Change Detection of Optical and SAR Images, 2024☆13Updated 11 months ago
- BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images☆26Updated last year
- Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification, IEEE TGRS 2023☆39Updated last year
- This is the reserch code of the IEEE TIP paper “Rotation-Invariant Attention Network for Hyperspectral Image Classification”.☆12Updated 2 years ago
- CGGLNet: Semantic Segmentation Network for Remote Sensing Images Based on Category-Guided Global-Local Feature Interaction☆11Updated 6 months ago
- FBNet code for FGOC in aerial images☆14Updated 2 years ago
- Confident Learning-Based Domain Adaptation for Hyperspectral Image Classification(DOI: 10.1109/TGRS.2022.3166817)☆27Updated 7 months ago
- Official source code of the paper: Perturbation Seeking Generative Adversarial Networks: A Defense Framework for Remote Sensing Image Sce…☆14Updated 2 years ago
- Continual Barlow Twins (Barlow Twins with EWC implementation)☆13Updated 2 years ago
- Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation Framework☆32Updated 4 months ago
- Official Implementation of "Few-Shot Open-Set Recognition of Hyperspectral Images with Outlier Calibration Network" (WACV22)☆12Updated last year
- Codes for 《Towards Complex Backgrounds: A Unified Difference-Aware Decoder for Binary Segmentation》☆12Updated last month
- Code for M-CD☆18Updated 3 months ago
- A Hybrid Change Encoder for Remote Sensing Change Detection (IGARSS 2024)☆13Updated 5 months ago
- ☆13Updated 8 months ago
- Dual Adaptive Representation Alignment for Cross-domain Few-shot Learning TPAMI 2023☆20Updated 5 months ago
- Official repository of CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders (NeurIPS '23)☆20Updated 10 months ago
- Dataset, code and results repository for SBA-Net.☆12Updated 2 years ago