Pinned Repositories
augsburg_Multimodal_Data_Set_MDaS
ChatEarthNet
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
High-Resolution Cloud Removal with Multi-Modal and Multi-Resolution Data Fusion: A New Baseline and Benchmark
So2Sat-LCZ-Classification-Demo
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/M3R-CR
High-Resolution Cloud Removal with Multi-Modal and Multi-Resolution Data Fusion: A New Baseline and Benchmark
zhu-xlab/DOFA
Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities
zhu-xlab/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.
zhu-xlab/DINO-MM
Self-supervised vision transformers for joint SAR-optical representation learning
zhu-xlab/ChatEarthNet
zhu-xlab/FGMAE
Feature guided masked Autoencoder for self-supervised learning in remote sensing
zhu-xlab/ML4Earth-Hackathon-2023
zhu-xlab/ST-FSOD
zhu-xlab/UCDFormer
Code for TGRS paper "UCDFormer: Unsupervised Change Detection Using a Transformer-driven Image Translation"
zhu-xlab/HTC-DC-Net
Official Implementation of submitted TGRS paper "HTC-DC Net: A Network for Monocular Height Estimation from Single Remote Sensing Images"
zhu-xlab/DeCUR
DeCUR: decoupling common & unique representations for multimodal self-supervision.
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/PFST
Official implementation of TGRS paper: "Pseudo Features Guided Self-training for Domain Adaptive Semantic Segmentation of Satellite Images"
zhu-xlab/rrsis
zhu-xlab/softcon
Multi-label guided soft contrastive learning for efficient Earth observation pretraining
zhu-xlab/Floodcast
zhu-xlab/AdaptMatch
This is official code of "AdaptMatch: Adaptive Matching for Semisupervised Binary Segmentation of Remote Sensing Images," IEEE-TGRS, 2023
zhu-xlab/Cross-cityDTL
zhu-xlab/LULC_MSI_QCNN
Land Cover Classification from Sentinel-2 Images with Quantum-Classical Convolutional Neural Networks (FQCNN and MQCNN)
zhu-xlab/ForestFormer
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/zhu-xlab.github.io
zhu-xlab/COBRA
Charting Outlines by Recurrent Adaptation – A Deep Contour Detector developed for Charting Greenland's Glacier Calving Fronts.
zhu-xlab/DDM-Former
zhu-xlab/FloodCastBench
zhu-xlab/HED-UNet
Simultaneous Semantic Segmentation and Edge Detection
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/LRMixer
We propose an efficient post-upsampling architecture, i.e., LRMixer, which aims at yielding a high-resolution HS image on limited hardware resources.
zhu-xlab/PixelDINO
Semi-supervised RTS segmentation