concept-based-models

There are 9 repositories under concept-based-models topic.

  • mertyg/post-hoc-cbm

    Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023

    Language:Python721311

  • mateoespinosa/cem

    Repository for our NeurIPS 2022 paper "Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off" and our NeurIPS 2023 paper "Learning to Receive Help: Intervention-Aware Concept Embedding Models"

    Language:Python544418

  • xmq1221/awesome-prototype-based-papers

    This is a list of awesome prototype-based papers for explainable artificial intelligence.

    34201

  • zju-vipa/ProtoPFormer

    ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition

    Language:Python343511

  • obiyoag/evi-CEM

    Official implementation of MICCAI2024 paper "Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease Diagnosis"

    Language:Python18100

  • CristianoPatricio/coherent-cbe-skin

    Code for the paper "Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis", CVPRW 2023.

    Language:Python14151
  • protopdebug

    abonte/protopdebug

    Implementation of Concept-level Debugging of Part-Prototype Networks

    Language:Python11100

  • Sorades/CLAT

    [TMI 2024] Code for "Concept-based Lesion Aware Transformer for Interpretable Retinal Disease Diagnosis"

    Language:Python8210

  • mateoespinosa/tabcbm

    Official Implementation of TMLR's paper: "TabCBM: Concept-based Interpretable Neural Networks for Tabular Data"

    Language:Python6322