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Year: 2018
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Displaying results 1 to 10 of 40.

  1. Riad Akrour; Filipe Veiga; Jan Peters; Gerhard Neumann

    Regularizing Reinforcement Learning with State Abstraction

    In: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  2. Paavo Parmas; Carl Edward Rasmussen; Jan Peters; Kenji Doya

    PIPPS: Flexible Model-Based Policy Search Robust to the Curse of Chaos

    In: Jennifer G. Dy; Andreas Krause (Hrsg.). Proceedings of the 35th International Conference on Machine Learning. International Conference on Machine …

  3. Alejandro Molina; Antonio Vergari; Nicola Di Mauro; Sriraam Natarajan; Floriana Esposito; Kristian Kersting

    Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains

    In: Sheila A. McIlraith; Kilian Q. Weinberger (Hrsg.). Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence. AAAI Conference on …

  4. Kareem Amin; Stelios Kapetanakis; Klaus-Dieter Althoff; Andreas Dengel; Miltos Petridis

    Dynamic process workflow routing using Deep Learning

    In: Artificial Intelligence XXXV. SGAI International Conference on Artificial Intelligence (AI-2018), December 11-13, Cambridge, United Kingdom, …

  5. Kareem Mokhtar; Syed Saqib Bukhari; Andreas Dengel

    OCR Error Correction: State-of-the-art vs An NMT Based Approach

    In: DAS. IAPR International Workshop on Document Analysis Systems (DAS-2018), April 24-27, Vienna, Austria, IEEE, 2018.

  6. Cannannore Nidhi Narayana Kamath; Syed Saqib Bukhari; Andreas Dengel

    Comparative Study between Traditional Machine Learning and Deep Learning Approaches for Text Classification

    In: DocEng. ACM Symposium on Document Engineering (DocEng-2018), August 28-31, Halifax, Nova Scotia, Canada, ACM, 2018.

  7. David Harbecke; Robert Schwarzenberg; Christoph Alt

    Learning Explanations From Language Data

    In: The 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP - Proceedings of the First Workshop. Analyzing and …

  8. Jameel Malik; Ahmed Elhayek; Fabrizio Nunnari; Kiran Varanasi; Kiarash Tamaddon; Alexis Heloir; Didier Stricker

    DeepHPS: End-to-end Estimation of 3D Hand Pose and Shape by Learning from Synthetic Depth

    In: Proceeding of International Conference on 3DVision |. International Conference on 3D Vision (3DVision-2018), September 5-8, Verona, Italy, IEEE …

  9. Jyothish K. James; Georg Puhlfürst; Vladislav Golyanik; Didier Stricker

    Classification of LIDAR Sensor Contaminations with Deep Neural Networks

    In: Proceedings of Computer Science in Cars Symposium (CSCS) 2018 |. ACM Chapters Computer Science in Cars Symposium (CSCS-2018), ACM, 9/2018.

  10. Orkhan Amiraslanov; Hamraz Javaheri; Sizhen Bian; Paul Lukowicz

    Preparation for Future Learning: Augmented-Reality Enhanced Interactive Physics Labs

    In: Proceedings of the International Conference on Ubiquitous Computing. International Conference on Ubiquitous Computing (Ubicomp-2018), October …

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