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Concept-based Classification

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Benchmarks

AwA2

결과 4개

CUB-200-2011

결과 4개

CelebA

결과 4개

CheXpert

결과 2개

aPY

결과 2개

Most implemented

Papers

Concept Graph Embedding Models for Enhanced Accuracy and Interpretability

2024-08-13 · IOP MLST 2024 8 · Sangwon Kim, Byoung Chul Ko

In fields requiring high accountability, it is necessary to understand how deep-learning models make decisions when analyzing the causes of image classification. Concept-based interpretation methods have recently been in…

Concept-based ClassificationGraph Embeddingimage-classificationImage Classification