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Intelligent Maintenance and Operations Systems (IMOS)

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  1. simple-SFOD simple-SFOD Public

    Code for "Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights" (ECCV 2024)

    Python 19

  2. dyedgegat dyedgegat Public

    DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems

    Jupyter Notebook 14 2

  3. crack-explanations crack-explanations Public

    Code for "From classification to segmentation with explainable AI: A study on crack detection and growth monitoring" (Automation in Construction 2024)

    Python 10

  4. CAT CAT Public

    Code for "Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis" (Sensors 2024)

    Python 8

  5. PEGNN_SS PEGNN_SS Public

    Code and Data for "Physics-Enhanced Graph Neural Networks For Soft Sensing in Industrial Internet of Things" (IEEE IoTJ)

    Python 7 1

  6. concept-prognostics concept-prognostics Public

    Code for "Interpretable Prognostics with Concept Bottleneck Models"

    Python 5 1

Repositories

Showing 10 of 13 repositories
  • htgnn Public

    Implementation of Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics

    EPFL-IMOS/htgnn’s past year of commit activity
    Python 3 0 0 0 Updated Apr 3, 2025
  • EPFL-IMOS/buildnet3d.github.io’s past year of commit activity
    JavaScript 0 1,184 0 0 Updated Apr 1, 2025
  • buildnet3d Public

    Code for "Exploiting Semantic Scene Reconstruction for Estimating Building Envelope Characteristics" (Building and Environment 2024)

    EPFL-IMOS/buildnet3d’s past year of commit activity
    1 0 0 0 Updated Mar 25, 2025
  • dyedgegat Public

    DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems

    EPFL-IMOS/dyedgegat’s past year of commit activity
    Jupyter Notebook 14 AGPL-3.0 2 1 0 Updated Feb 25, 2025
  • EPFL-IMOS/epfl-imos.github.io’s past year of commit activity
    0 0 0 0 Updated Feb 13, 2025
  • Sym-Q Public

    [Nature Communications 2025] Interactive Symbolic Regression through Offline Reinforcement Learning: A Co-Design Framework

    EPFL-IMOS/Sym-Q’s past year of commit activity
    Python 2 MIT 2 0 0 Updated Feb 6, 2025
  • concept-prognostics Public

    Code for "Interpretable Prognostics with Concept Bottleneck Models"

    EPFL-IMOS/concept-prognostics’s past year of commit activity
    Python 5 1 0 0 Updated Jan 21, 2025
  • crack-explanations Public

    Code for "From classification to segmentation with explainable AI: A study on crack detection and growth monitoring" (Automation in Construction 2024)

    EPFL-IMOS/crack-explanations’s past year of commit activity
    Python 10 0 1 0 Updated Nov 27, 2024
  • simple-SFOD Public

    Code for "Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights" (ECCV 2024)

    EPFL-IMOS/simple-SFOD’s past year of commit activity
    Python 19 0 3 0 Updated Nov 27, 2024
  • CAT Public

    Code for "Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis" (Sensors 2024)

    EPFL-IMOS/CAT’s past year of commit activity
    Python 8 MIT 0 0 0 Updated Nov 27, 2024

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