Skip to content

@zhu-xlab Zhu Lab

Change the repository type filter

All

    Repositories list

    67 repositories

    • polygnn

      Public
      [Fork] PolyGNN: Polyhedron-based graph neural network for 3D building reconstruction from point clouds [ISPRS 2024]
      Python
      •
      MIT License
      •8•1•0•0•Updated Oct 12, 2024Oct 12, 2024

    • DG-RES

      Public
      Python
      •0•0•0•0•Updated Oct 4, 2024Oct 4, 2024

    • UrbanFloodCastV1

      Public
      Jupyter Notebook
      •0•1•0•0•Updated Oct 4, 2024Oct 4, 2024

    • WSGraphCL

      Public
      This repository contains the implementation of WSGraphCL, a weak-strong graph contrastive learning model designed for hyperspectral image (HSI) classification.
      deep-learningartificial-intelligenceremote-sensinghyperspectral-image-classificationself-supervised-learningcontrastive-learning
      Python
      •0•1•0•0•Updated Sep 23, 2024Sep 23, 2024

    • ML4Earth-Hackathon-2024

      Public
      Starter pack and resources for the ML4Earth Hackathon 2024
      Jupyter Notebook
      •
      MIT License
      •0•5•0•0•Updated Sep 18, 2024Sep 18, 2024

    • DOFA

      Public
      Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities
      geospatialremote-sensingearth-scienceearth-observationmultimodal-deep-learningfoundation-models
      Jupyter Notebook
      •
      MIT License
      •5•82•5•0•Updated Sep 4, 2024Sep 4, 2024

    • SEQNN

      Public
      Hybrid Quantum Deep Learning with Superpixel Encoding for Earth Observation Data Classification
      0•1•0•0•Updated Sep 2, 2024Sep 2, 2024

    • RainScaler

      Public
      Python
      •0•1•0•0•Updated Aug 21, 2024Aug 21, 2024

    • DeCUR

      Public
      Decoupling common and unique representations for multimodal self-supervised learning
      Python
      •
      Apache License 2.0
      •2•27•1•0•Updated Aug 14, 2024Aug 14, 2024

    • FloodCast_Large-scale-flood

      Public
      Code for Water Research paper "Large-scale flood modeling and forecasting with FloodCast"
      C++
      •7•0•0•0•Updated Jul 29, 2024Jul 29, 2024

    • rrsis

      Public
      Python
      •
      Apache License 2.0
      •0•12•1•0•Updated Jul 15, 2024Jul 15, 2024

    • PeFNN

      Public
      0•1•0•0•Updated Jul 15, 2024Jul 15, 2024

    • glacier_pinn

      Public
      Repository containing the code and results of experiments to estimate glacier ice thickness with a PINN.
      Jupyter Notebook
      •
      MIT License
      •2•0•0•0•Updated Jul 5, 2024Jul 5, 2024

    • ChatEarthNet

      Public
      Python
      •1•23•0•0•Updated Jun 29, 2024Jun 29, 2024

    • softcon

      Public
      Multi-label guided soft contrastive learning for efficient Earth observation pretraining
      Python
      •
      Apache License 2.0
      •0•6•0•0•Updated Jun 3, 2024Jun 3, 2024

    • FloodCastBench

      Public
      0•0•0•0•Updated Jun 2, 2024Jun 2, 2024

    • ST-FSOD

      Public
      Python
      •
      Apache License 2.0
      •0•17•3•0•Updated May 21, 2024May 21, 2024

    • M3R-CR

      Public
      Multimodal and Multiresolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark
      Python
      •5•68•3•0•Updated May 20, 2024May 20, 2024

    • AIO2

      Public
      Official implementation of TGRS paper - AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation
      Python
      •
      MIT License
      •1•7•0•0•Updated May 17, 2024May 17, 2024

    • RS-DWL

      Public
      This is official Pytorch implementation of "Decouple and Weight Semi-supervised Semantic Segmentation of Remote Sensing Images, " ISPRS, 2024.
      Python
      •0•1•0•0•Updated May 16, 2024May 16, 2024

    • zhu-xlab.github.io

      Public
      HTML
      •0•0•0•0•Updated Apr 29, 2024Apr 29, 2024

    • AdaptMatch

      Public
      This is official code of "AdaptMatch: Adaptive Matching for Semisupervised Binary Segmentation of Remote Sensing Images," IEEE-TGRS, 2023
      Python
      •0•3•2•0•Updated Apr 20, 2024Apr 20, 2024

    • SSL4EO-S12

      Public
      SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
      Python
      •
      Apache License 2.0
      •19•184•2•0•Updated Apr 20, 2024Apr 20, 2024

    • DDM-Former

      Public
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Apr 2, 2024Apr 2, 2024

    • LCZ_LDL

      Public
      Official Code for TGRS Publication "Going Beyond One-Hot Encoding: Can Human Uncertainty Improve Model Performance in Earth Observation?" (Koller, Kauermann, Zhu 2023)
      Python
      •0•0•0•0•Updated Mar 28, 2024Mar 28, 2024

    • Cross-cityDTL

      Public
      Python
      •0•2•0•0•Updated Mar 23, 2024Mar 23, 2024

    • PixelDINO

      Public
      Semi-supervised RTS segmentation
      Python
      •3•0•0•0•Updated Mar 22, 2024Mar 22, 2024

    • So2Sat-LCZ42

      Public
      Zhu et al., So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification, IEEE Geoscience and Remote Sensing Magazine, in press, 2020.
      3•27•0•0•Updated Mar 22, 2024Mar 22, 2024

    • HED-UNet

      Public
      Simultaneous Semantic Segmentation and Edge Detection
      Python
      •
      MIT License
      •4•0•0•0•Updated Jan 19, 2024Jan 19, 2024

    • PFST

      Public
      Official implementation of TGRS paper: "Pseudo Features Guided Self-training for Domain Adaptive Semantic Segmentation of Satellite Images"
      Python
      •
      MIT License
      •2•6•1•0•Updated Jan 17, 2024Jan 17, 2024