4 results found Sort:

mertyg
post-hoc-cbm mertyg
10
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 6 months ago
mateoespinosa
cem mateoespinosa
17
52
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 7 months ago
zju-vipa
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 about a year ago
xmq1221
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 about a year ago