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Publications

 

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Displaying results 1 to 10 of 25.
  1. Alejandro Molina; Sriraam Natarajan; Kristian Kersting

    Poisson Sum-Product Networks: A Deep Architecture for Tractable Multivariate Poisson Distributions

    In: Satinder Singh; Shaul Markovitch (Hrsg.). Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence. AAAI Conference on …

  2. Simone Parisi; Simon Ramstedt; Jan Peters

    Goal-driven dimensionality reduction for reinforcement learning

    In: 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  3. Hany Abdulsamad; Oleg Arenz; Jan Peters; Gerhard Neumann

    State-Regularized Policy Search for Linearized Dynamical Systems

    In: Laura Barbulescu; Jeremy Frank; Mausam; Stephen F. Smith (Hrsg.). Proceedings of the Twenty-Seventh International Conference on Automated Planning …

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

    Sum-Product Networks for Hybrid Domains

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1710.03297, Pages 0-10, arXiv, 2017.

  5. Dagmar Gromann; Thierry Declerck; Georg Heigold (Hrsg.)

    Proceedings of the 2nd Workshop on Semantic Deep Learning (SemDeep - 2)

    Workshop on Semantic Deep Learning (SemDeep-2017), located at 12th International Conference on Computational Semantics (IWCS 2017), September 19, …

  6. Shoya Ishimaru; Kensuke Hoshika; Kai Kunze; Koichi Kise; Andreas Dengel

    Towards Reading Trackers in the Wild: Detecting Reading Activities by EOG Glasses and Deep Neural Networks

    In: the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing. International Joint Conference on Pervasive and Ubiquitous …

  7. Akansha Bhardwaj; Dominik Mercier; Andreas Dengel; Sheraz Ahmed

    DeepBIBX: Deep Learning for Image Based Bibliographic Data Extraction

    In: ICDAR. International Conference on Document Analysis and Recognition (ICDAR), IEEE, 2017.

  8. Muhammad Zeshan Afzal; Andreas Kölsch; Sheraz Ahmed; Marcus Liwicki

    Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification

    In: ICADR. International Conference on Document Analysis and Recognition (ICDAR), IEEE, 2017.

  9. Ayushman Dash; Amit Sahu; Rajveer Shringi; John Gamboa; Muhammad Zeshan Afzal; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed

    AirScript - Creating Documents in Air

    In: ICDAR. International Conference on Document Analysis and Recognition (ICDAR), IEEE, 2017.

  10. Sebastian Schreiber; Sheraz Ahmed; Stefan Agne; Ivo Wolf; Andreas Dengel

    DeepDeSRT: Deep Learning for Detection and Structure Recognition of Tables in Document Images

    In: ICDAR. International Conference on Document Analysis and Recognition (ICDAR-2047), IEEE, 2017.