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 57
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"
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 42
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
30
zju-vipa / ProtoPFormer
ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition
computer-vision concept-based-explanations concept-based-models explainable-ai explainable-artificial-intelligence part-prototype-networks protopnet pytorch vision-transformer
Language:Python 26
protopdebug
abonte / protopdebug
Implementation of Concept-level Debugging of Part-Prototype Networks
concept-based-models covid-19 cub200-2011 debugging deep-learning explainability iclr2023 machine-learning part-prototype-networks protopnet pytorch self-explainable-networks
Language:Python 11
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 4