zhu-xlab / FGMAELinks
Feature guided masked Autoencoder for self-supervised learning in remote sensing
☆25Updated last year
Alternatives and similar repositories for FGMAE
Users that are interested in FGMAE are comparing it to the libraries listed below
Sorting:
- official code for CVPR 2023 paper 'Change-Aware Sampling and Contrastive Learning for Satellite Images'☆55Updated last year
 - The official implementation of paper "Unified Self-Supervised Learning Framework for Remote Sensing Images".☆97Updated last year
 - Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process (ICCV 2023)☆65Updated 2 years ago
 - Official repository for "Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery" (CVPR 2024)☆121Updated last month
 - [IEEE TGRS 2024]: The official PyTorch implementation of the paper "MaskCD: A Remote Sensing Change Detection Network Based on Mask Class…☆39Updated last year
 - Official repository of CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders (NeurIPS '23)☆36Updated last year
 - Self-supervised vision transformers for joint SAR-optical representation learning☆31Updated 2 years ago
 - ☆74Updated 2 years ago
 - [WACV 2024] Official repository of SyntheWorld☆49Updated last year
 - [NeurIPS 2025 D&B] RSCC: A Real-World Remote Sensing Change Caption Dataset☆33Updated last month
 - Code repository for "Parameter Efficient Self-supervised Geospatial Domain Adaptation", CVPR 2024☆33Updated last year
 - ☆21Updated 6 months ago
 - [arXiv, 2024] Show Me What and Where has Changed? Question Answering and Grounding for Remote Sensing Change Detection☆30Updated 4 months ago
 - A dataset for deep learning based urban semantic chang detection.☆42Updated 10 months ago
 - [IEEE TGRS 2023 🔥] A Decoupling Paradigm With Prompt Learning for Remote Sensing Image Change Captioning'☆36Updated 3 months ago
 - ☆62Updated 9 months ago
 - Danfeng Hong, Bing Zhang, Hao Li, Yuxuan Li, Jing Yao, Chenyu Li, Martin Werner, Jocelyn Chanussot, Alexander Zipf, Xiao Xiang Zhu. Cros…☆75Updated last year
 - Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"☆214Updated 2 months ago
 - Official Pytorch Implementation of “Continuous Cross-resolution Remote Sensing Image Change Detection”☆32Updated last year
 - ☆22Updated 9 months ago
 - All the code you need to process the DOTA, FAIR1M, and xView datasets, including creating a coco formatted json file for the data, chippi…☆16Updated 2 years ago
 - ☆38Updated 10 months ago
 - [ISPRS 2024] LoveNAS: Towards Multi-Scene Land-Cover Mapping via Hierarchical Searching Adaptive Network☆32Updated 11 months ago
 - ☆121Updated 3 months ago
 - This repository contains the code and models from the paper "Self-Supervised Learning of Remote Sensing Scene Representations Using Cont…☆36Updated last year
 - [ISPRS J P&RS 2023] Exchange means change: an unsupervised change detection framework based on intra- and inter-image patch exchange☆43Updated last year
 - ☆73Updated last month
 - ☆14Updated 2 weeks ago
 - ☆40Updated 2 years ago
 - [TGRS 2025] Adapting Vision Foundation Models for Robust Cloud Segmentation in Remote Sensing Images☆21Updated 2 months ago