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Menbere Kina Tekleyohannes; Vladimir Rybalkin; Muhammad Mohsin Ghaffar; Norbert Wehn; Andreas Dengel

iDocChip - A Configurable Hardware Architecture for Historical Document Image Processing: Text Line Extraction

In: 2019 International Conference on ReConFigurable Computing and FPGAs (ReConFig). International Conference on Reconfigurable Computing and FPGAs …
Kumar Shridhar; Joonho Lee; Hideaki Hayashi; Purvanshi Mehta; Brian Kenji Iwana; Seokjun Kang; Seiichi Uchida; Sheraz Ahmed; Andreas Dengel

ProbAct: A Probabilistic Activation Functionfor Deep Neural Networks

In: OPT2020: 12th Annual Workshop on Optimization for Machine Learning. Workshop on Optimization for Machine Learning (OPT-2020), located at …
Andreas Dengel

Some Shades of Grey!: Interpretability and Explainability of Deep Neural Networks

In: Proceedings WCRML19. ACM Workshop on Crossmodal Learning and Application, Ottawa, Canada, ISBN 978-1-4503-6780-6, Association for Computing …
Andreas Dengel; Richard Socher; Elsa Andrea Kirchner; Shirley Ogolla

Künstliche Intelligenz: Die Zukunft von Mensch und Maschine

ZEIT Akademie, 2019.
Marcel Kolbe; Pascal Reuß; Jakob Michael Schönborn; Klaus-Dieter Althoff

Conceptualization and Implementation of a Reinforcement Learning Approach Using a Case-Based Reasoning Agent in a FPS Scenario

In: Robert Jäschke; Matthias Weidlich (Hrsg.). Lernen, Wissen, Daten, Analysen. GI-Workshop-Tage "Lernen, Wissen, Daten, Analysen" (LWDA-2019), …
Viktor Eisenstadt; Klaus-Dieter Althoff

Overview of the 4R CBR Cycle Modifications (Extended Version)

In: Robert Jäschke; Matthias Weidlich (Hrsg.). Lernen, Wissen, Daten, Analysen. GI-Workshop-Tage "Lernen, Wissen, Daten, Analysen" (LWDA-2019), …
Viktor Eisenstadt; Christoph Lanhgenhan; Klaus-Dieter Althoff

Supporting Architectural Design Process with FLEA - A Distributed AI Methodology for Retrieval, Suggestion, Adaptation, and Explanation of Room Configurations

In: Ji-Hyun Lee (Hrsg.). Computer-Aided Architectural Design. "Hello, Culture". CAAD Futures, June 26-28, Daejeon, Korea, Republic of, Pages 58-73, …
Oliver Berg; Pascal Reuß; Rotem Stram; Klaus-Dieter Althoff

Comparing Similarity Learning with Taxonomies and One-Mode Projection in Context of the FEATURE-TAK Framework

In: Kerstin Bach; Cindy Marling (Hrsg.). Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR-2019), …
Alireza Koochali; Peter Schichtel; Andreas Dengel; Sheraz Ahmed

Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN

In: IEEE Access, Vol. 7, Pages 1-13, IEEE, 2019.
Daniel Kondratyuk

Multilingual Learning using Syntactic Multi-Task Training

Mastersthesis, Institute of Formal and Applied Linguistics, 2019.