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Sebastian Otte

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University of Tübingen

Representation Learning of Multivariate Time Series using Attention and Adversarial Training

Jan 03, 2024
Leon Scharwächter, Sebastian Otte

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Loci-Segmented: Improving Scene Segmentation Learning

Oct 16, 2023
Manuel Traub, Frederic Becker, Adrian Sauter, Sebastian Otte, Martin V. Butz

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Looping LOCI: Developing Object Permanence from Videos

Oct 16, 2023
Manuel Traub, Frederic Becker, Sebastian Otte, Martin V. Butz

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The Deep Arbitrary Polynomial Chaos Neural Network or how Deep Artificial Neural Networks could benefit from Data-Driven Homogeneous Chaos Theory

Jun 26, 2023
Sergey Oladyshkin, Timothy Praditia, Ilja Kröker, Farid Mohammadi, Wolfgang Nowak, Sebastian Otte

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Inductive biases in deep learning models for weather prediction

Apr 06, 2023
Jannik Thuemmel, Matthias Karlbauer, Sebastian Otte, Christiane Zarfl, Georg Martius, Nicole Ludwig, Thomas Scholten, Ulrich Friedrich, Volker Wulfmeyer, Bedartha Goswami, Martin V. Butz

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Efficient LSTM Training with Eligibility Traces

Sep 30, 2022
Michael Hoyer, Shahram Eivazi, Sebastian Otte

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A Taxonomy of Recurrent Learning Rules

Jul 23, 2022
Guillermo Martín-Sánchez, Sander Bohté, Sebastian Otte

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Generating Sparse Counterfactual Explanations For Multivariate Time Series

Jun 02, 2022
Jana Lang, Martin Giese, Winfried Ilg, Sebastian Otte

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Binding Dancers Into Attractors

Jun 01, 2022
Franziska Kaltenberger, Sebastian Otte, Martin V. Butz

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Learning What and Where -- Unsupervised Disentangling Location and Identity Tracking

May 26, 2022
Manuel Traub, Sebastian Otte, Tobias Menge, Matthias Karlbauer, Jannik Thümmel, Martin V. Butz

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