Concept Bottleneck Models

We seek to learn models that we can interact with using high-level concepts: if the model did not think there was a bone spur in the x-ray, would it still predict severe arthritis? State-of-the-art models today do not typically support the manipulation of concepts like "the existence of bone sp...

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Veröffentlicht in:	arXiv.org 2020-12
Hauptverfasser:	Pang Wei Koh, Nguyen, Thao, Tang, Yew Siang, Mussmann, Stephen, Pierson, Emma, Been, Kim, Liang, Percy
Format:	Artikel
Sprache:	eng
Schlagworte:	Arthritis Model accuracy Predictions
Online-Zugang:	Volltext
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