xmq1221 / awesome-prototype-based-papers Star 30 Code Issues Pull requests This is a list of awesome prototype-based papers for explainable artificial intelligence. computer-vision awesome-list papers interpretability explainable-artificial-intelligence explainable-ai concept-based-explanations protopnet self-explainable-networks part-prototype-networks concept-based-models Updated Dec 12, 2022
zju-vipa / ProtoPFormer Star 27 Code Issues Pull requests ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition computer-vision pytorch explainable-artificial-intelligence explainable-ai vision-transformer concept-based-explanations protopnet part-prototype-networks concept-based-models Updated Dec 6, 2022 Python
abonte / protopdebug Star 11 Code Issues Pull requests Discussions Implementation of Concept-level Debugging of Part-Prototype Networks debugging machine-learning deep-learning pytorch explainability cub200-2011 covid-19 protopnet self-explainable-networks part-prototype-networks concept-based-models iclr2023 Updated May 9, 2023 Python
materight / understandable-ProtoPNet Star 0 Code Issues Pull requests A study on the interpretability of the concepts learned by Prototypical Part Networks (ProtoPNets) on the CUB200-2011 and CelebAMask datasets. celeba xai cub200 prototypical-networks part-prototype-networks Updated Mar 4, 2023 Python