Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023
-
Updated
May 20, 2024 - Python
Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023
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"
This is a list of awesome prototype-based papers for explainable artificial intelligence.
ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition
Official implementation of MICCAI2024 paper "Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease Diagnosis"
Code for the paper "Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis", CVPRW 2023.
Implementation of Concept-level Debugging of Part-Prototype Networks
Official Implementation of TMLR's paper: "TabCBM: Concept-based Interpretable Neural Networks for Tabular Data"
Add a description, image, and links to the concept-based-models topic page so that developers can more easily learn about it.
To associate your repository with the concept-based-models topic, visit your repo's landing page and select "manage topics."