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post-hoc-cbm mertyg

11

72

mit

1

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

concepts explainability interpretability concept-based-models concept-based-explanations

Created 2022-05-31

7 commits to main branch, last one 7 months ago

cem mateoespinosa

18

53

mit

4

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 Embeddin...

xai concept pytorch concepts deep-learning interventions explainability explainable-ai neural-networks interpretability concept-based-models concept-interventions artificial-intelligence concept-based-explanations

Created 2022-09-19

83 commits to main branch, last one 9 months ago

ProtoPFormer zju-vipa

11

34

apache-2.0

3

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

pytorch protopnet explainable-ai computer-vision vision-transformer concept-based-models part-prototype-networks concept-based-explanations explainable-artificial-intelligence

Created 2022-08-22

14 commits to main branch, last one 2 years ago

awesome-prototype-based-papers xmq1221

1

34

apache-2.0

2

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

papers protopnet awesome-list explainable-ai computer-vision interpretability concept-based-models part-prototype-networks self-explainable-networks concept-based-explanations explainable-artificial-intelligence

Created 2022-08-31

14 commits to main branch, last one 2 years ago