Search Results for author: Winfried Ilg

Found 2 papers, 1 papers with code

Generating Sparse Counterfactual Explanations For Multivariate Time Series

1 code implementation2 Jun 2022 Jana Lang, Martin Giese, Winfried Ilg, Sebastian Otte

Since neural networks play an increasingly important role in critical sectors, explaining network predictions has become a key research topic.

counterfactual Generative Adversarial Network +2

Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification

no code implementations6 Jul 2021 Jana Lang, Martin A. Giese, Matthis Synofzik, Winfried Ilg, Sebastian Otte

Specifically, PSC is able to confidently classify the success of catching trials as early as 123 milliseconds before the first ball contact.

Classification Decision Making +3

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