Search Results for author: Katya Tentori

Found 2 papers, 1 papers with code

Concept-level Debugging of Part-Prototype Networks

1 code implementation31 May 2022 Andrea Bontempelli, Stefano Teso, Katya Tentori, Fausto Giunchiglia, Andrea Passerini

We propose ProtoPDebug, an effective concept-level debugger for ProtoPNets in which a human supervisor, guided by the model's explanations, supplies feedback in the form of what part-prototypes must be forgotten or kept, and the model is fine-tuned to align with this supervision.

Decision Making

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