concept-based-models

There are 0 repository under concept-based-models topic.

mertyg / post-hoc-cbm
Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023
concept-based-explanations concept-based-models concepts explainability interpretability
Language:Python 86
mateoespinosa / cem
Repository for our NeurIPS 2022 paper "Concept Embedding Models", our NeurIPS 2023 paper "Learning to Receive Help", and our ICML 2025 paper "Avoiding Leakage Poisoning"
artificial-intelligence concepts deep-learning explainability explainable-ai interpretability neural-networks pytorch concept-based-explanations concept-based-models xai concept interventions concept-interventions
Language:Python 69
zju-vipa / ProtoPFormer
ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition
computer-vision pytorch vision-transformer explainable-ai explainable-artificial-intelligence concept-based-explanations concept-based-models part-prototype-networks protopnet
Language:Python 40
xmq1221 / awesome-prototype-based-papers
This is a list of awesome prototype-based papers for explainable artificial intelligence.
awesome-list explainable-ai interpretability computer-vision explainable-artificial-intelligence papers self-explainable-networks concept-based-explanations concept-based-models part-prototype-networks protopnet
39
Sorades / CLAT
[TMI 2024] Code for "Concept-based Lesion Aware Transformer for Interpretable Retinal Disease Diagnosis"
concept-based-models diabetic-retinopathy fundus-image-classification interpretability medical-imaging
Language:Python 28
obiyoag / evi-CEM
Official implementation of MICCAI2024 paper "Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease Diagnosis"
concept-based-explanations concept-based-models concepts evidential-deep-learning explainability interpretability skin-disease-classifiction vision-language-model
Language:Python 22
CristianoPatricio / coherent-cbe-skin
Code for the paper "Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis", IEEE CVPRW 2023.
concept-based-explanations deep-learning explainable-ai medical-imaging melanoma-diagnosis skin-lesion-classification concept-based-models explainability interpretability trustworthy-ai
Language:Python 17
protopdebug
abonte / protopdebug
Implementation of Concept-level Debugging of Part-Prototype Networks
machine-learning protopnet covid-19 cub200-2011 debugging explainability pytorch concept-based-models part-prototype-networks self-explainable-networks deep-learning iclr2023
Language:Python 12
mateoespinosa / tabcbm
Official Implementation of TMLR's paper: "TabCBM: Concept-based Interpretable Neural Networks for Tabular Data"
artificial-intelligence concept-based-explanations concept-based-models concepts explainability explainable-ai explainable-artificial-intelligence interpretable-deep-learning neural-networks tabular tabular-data xai
Language:Python 9
lmb-freiburg / ucbm
Official code for the paper "Selective Concept Bottleneck Models Without Predefined Concepts" (TMLR 2025)
concept-based-explanations concept-based-models concept-bottleneck-models concepts interpretability
Language:Python 1