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Jannik Kossen; Karl Stelzner; Marcel Hussing; Claas Voelcker; Kristian Kersting

Structured Object-Aware Physics Prediction for Video Modeling and Planning

In: 8th International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2020), April 26-30, Addis …
Alejandro Molina; Patrick Schramowski; Kristian Kersting

Padé Activation Units: End-to-end Learning of Flexible Activation Functions in Deep Networks

In: 8th International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2020), April 26-30, Addis …
Ute Schmid; Volker Tresp; Matthias Bethge; Kristian Kersting; Rainer Stiefelhagen

Künstliche Intelligenz - Die dritte Welle

In: Ralf H. Reussner; Anne Koziolek; Robert Heinrich (Hrsg.). 50. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2020 - Back to the Future. …
Amos Treiber; Alejandro Molina; Christian Weinert; Thomas Schneider; Kristian Kersting

CryptoSPN: Privacy-Preserving Sum-Product Network Inference

In: Giuseppe De Giacomo; Alejandro Catalá; Bistra Dilkina; Michela Milano; Senén Barro; Alberto Bugarín; Jérôme Lang (Hrsg.). 24th European Conference …
Amos Treiber; Alejandro Molina; Christian Weinert; Thomas Schneider; Kristian Kersting

CryptoSPN: Expanding PPML beyond Neural Networks

In: Benyu Zhang; Raluca Ada Popa; Matei Zaharia; Guofei Gu; Shouling Ji (Hrsg.). PPMLP'20: Proceedings of the 2020 Workshop on Privacy-Preserving …
Patrick Schramowski; Wolfgang Stammer; Stefano Teso; Anna Brugger; Franziska Herbert; Xiaoting Shao; Hans-Georg Luigs; Anne-Katrin Mahlein; Kristian Kersting

Making deep neural networks right for the right scientific reasons by interacting with their explanations

In: Nature Machine Intelligence, Vol. 2, No. 8, Pages 476-486, Springer, 2020.
Patrick Schramowski; Cigdem Turan; Sophie F. Jentzsch; Constantin A. Rothkopf; Kristian Kersting

The Moral Choice Machine

In: Frontiers in Artificial Intelligence, Vol. 3, Pages 0-10, Frontiers, 2020.
Johannes Czech; Moritz Willig; Alena Beyer; Kristian Kersting; Johannes Fürnkranz

Learning to Play the Chess Variant Crazyhouse Above World Champion Level With Deep Neural Networks and Human Data

In: Frontiers in Artificial Intelligence, Vol. 3, Pages 0-10, Frontiers, 2020.
Julen Urain; Davide Tateo; Tianyu Ren; Jan Peters

Structured Policy Representation: Imposing Stability in arbitrarily conditioned dynamic systems

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2012.06224, Pages 0-10, arXiv, 2020.
Sebastian Höfer; Kostas E. Bekris; Ankur Handa; Juan Camilo Gamboa Higuera; Florian Golemo; Melissa Mozifian; Christopher G. Atkeson; Dieter Fox; Ken Goldberg; John Leonard; C. Karen Liu; Jan Peters; Shuran Song; Peter Welinder; Martha White

Perspectives on Sim2Real Transfer for Robotics: A Summary of the R: SS 2020 Workshop

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2012.03806, Pages 0-10, arXiv, 2020.

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