Search Results for author: Laura Kopf

Found 2 papers, 2 papers with code

CoSy: Evaluating Textual Explanations of Neurons

1 code implementation30 May 2024 Laura Kopf, Philine Lou Bommer, Anna Hedström, Sebastian Lapuschkin, Marina M. -C. Höhne, Kirill Bykov

A crucial aspect of understanding the complex nature of Deep Neural Networks (DNNs) is the ability to explain learned concepts within their latent representations.

Labeling Neural Representations with Inverse Recognition

1 code implementation NeurIPS 2023 Kirill Bykov, Laura Kopf, Shinichi Nakajima, Marius Kloft, Marina M. -C. Höhne

Deep Neural Networks (DNNs) demonstrate remarkable capabilities in learning complex hierarchical data representations, but the nature of these representations remains largely unknown.

Decision Making Segmentation

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