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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 18

  2. dyedgegat dyedgegat Public

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

    Jupyter Notebook 13 1

  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 8

  4. CAT CAT Public

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

    Python 6

  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 5 1

  6. concept-prognostics concept-prognostics Public

    Code for "Interpretable Prognostics with Concept Bottleneck Models"

    Python 3

Repositories

Showing 10 of 10 repositories
  • Sym-Q Public
    EPFL-IMOS/Sym-Q’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Jan 24, 2025
  • concept-prognostics Public

    Code for "Interpretable Prognostics with Concept Bottleneck Models"

    EPFL-IMOS/concept-prognostics’s past year of commit activity
    Python 3 0 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 8 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 18 0 2 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 6 MIT 0 0 0 Updated Nov 27, 2024
  • PEGNN_SS Public

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

    EPFL-IMOS/PEGNN_SS’s past year of commit activity
    Python 5 1 0 0 Updated Sep 27, 2024
  • IMC-HOW-XAI Public

    IMC-HOW? Workshop on XAI

    EPFL-IMOS/IMC-HOW-XAI’s past year of commit activity
    0 0 0 0 Updated Aug 31, 2024
  • 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 13 AGPL-3.0 1 0 0 Updated Aug 14, 2024
  • 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
    2 0 0 0 Updated Jul 23, 2024
  • pignpi Public

    Physics-induced Graph Network for Particle Interaction (PIG'N'PI)

    EPFL-IMOS/pignpi’s past year of commit activity
    0 0 0 0 Updated Dec 7, 2023

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