Pinned Repositories
augsburg_Multimodal_Data_Set_MDaS
ChatEarthNet
DeCUR
Decoupling common and unique representations for multimodal self-supervised learning
DINO-MM
Self-supervised vision transformers for joint SAR-optical representation learning
DOFA
Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities
M3R-CR
Multimodal and Multiresolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark
So2Sat-LCZ42
Zhu et al., So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification, IEEE Geoscience and Remote Sensing Magazine, in press, 2020.
SSL4EO-Review
Codes for the benchmark experiments in the paper "Self-supervised Learning in Remote Sensing: A Review"
SSL4EO-S12
SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
UniDA
Code for TGRS paper "Universal Domain Adaptation for Remote Sensing Image Scene Classification"
Zhu Lab's Repositories
zhu-xlab/SSL4EO-S12
SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
zhu-xlab/DOFA
Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities
zhu-xlab/M3R-CR
Multimodal and Multiresolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark
zhu-xlab/DeCUR
Decoupling common and unique representations for multimodal self-supervised learning
zhu-xlab/ChatEarthNet
zhu-xlab/ST-FSOD
zhu-xlab/rrsis
zhu-xlab/softcon
Multi-label guided soft contrastive learning for efficient Earth observation pretraining
zhu-xlab/AIO2
Official implementation of TGRS paper - AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation
zhu-xlab/So2Sat-BuildingType
A large-scale dataset for building type classification using social media and aerial data
zhu-xlab/ML4Earth-Hackathon-2024
Starter pack and resources for the ML4Earth Hackathon 2024
zhu-xlab/AdaptMatch
This is official code of "AdaptMatch: Adaptive Matching for Semisupervised Binary Segmentation of Remote Sensing Images," IEEE-TGRS, 2023
zhu-xlab/UrbanFloodCastV1
zhu-xlab/polygnn
[Fork] PolyGNN: Polyhedron-based graph neural network for 3D building reconstruction from point clouds [ISPRS 2024]
zhu-xlab/RS-DWL
This is official Pytorch implementation of "Decouple and Weight Semi-supervised Semantic Segmentation of Remote Sensing Images, " ISPRS, 2024.
zhu-xlab/DG-RES
zhu-xlab/PeFNN
zhu-xlab/RainScaler
zhu-xlab/SEQNN
Hybrid Quantum Deep Learning with Superpixel Encoding for Earth Observation Data Classification
zhu-xlab/WSGraphCL
This repository contains the implementation of WSGraphCL, a weak-strong graph contrastive learning model designed for hyperspectral image (HSI) classification.
zhu-xlab/LCZ_LDL
Official Code for TGRS Publication "Going Beyond One-Hot Encoding: Can Human Uncertainty Improve Model Performance in Earth Observation?" (Koller, Kauermann, Zhu 2023)
zhu-xlab/zhu-xlab.github.io
zhu-xlab/DDM-Former
zhu-xlab/FloodCast_Large-scale-flood
Code for Water Research paper "Large-scale flood modeling and forecasting with FloodCast"
zhu-xlab/FloodCastBench
zhu-xlab/glacier_pinn
Repository containing the code and results of experiments to estimate glacier ice thickness with a PINN.
zhu-xlab/Indirect-impact-of-urbanization
High-resolution satellite images reveal the prevalent positive indirect impact of urbanization on urban tree canopy coverage in South America
zhu-xlab/Macroscale-patterns-of-UTC-in-Brazil
Assessing the macro-scale patterns of urban tree canopy cover in Brazil using high-resolution remote sensing images
zhu-xlab/SSCDnet
Semi-supervised Cloud Detection in Satellite Images by Considering Domain Shift Problem
zhu-xlab/TreeSegment_SA