Search Results for author: Michał Górszczak

Found 2 papers, 2 papers with code

Interpretable Image Classification with Differentiable Prototypes Assignment

1 code implementation • 6 Dec 2021 • Dawid Rymarczyk, Łukasz Struski, Michał Górszczak, Koryna Lewandowska, Jacek Tabor, Bartosz Zieliński

We introduce ProtoPool, an interpretable image classification model with a pool of prototypes shared by the classes.

Classification Image Classification

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Visual Probing: Cognitive Framework for Explaining Self-Supervised Image Representations

1 code implementation • 21 Jun 2021 • Witold Oleszkiewicz, Dominika Basaj, Igor Sieradzki, Michał Górszczak, Barbara Rychalska, Koryna Lewandowska, Tomasz Trzciński, Bartosz Zieliński

Motivated by this observation, we introduce a novel visual probing framework for explaining the self-supervised models by leveraging probing tasks employed previously in natural language processing.

Representation Learning

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