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Publications

Displaying results 101 to 110 of 677.
  1. Matej Zecevic; Devendra Singh Dhami; Petar Velickovic; Kristian Kersting

    Relating Graph Neural Networks to Structural Causal Models

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2109.04173, Pages 0-10, arXiv, 2021.

  2. Maximilian Otte; Quentin Delfosse; Johannes Czech; Kristian Kersting

    Generative Adversarial Neural Cellular Automata

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2108.04328, Pages 0-10, arXiv, 2021.

  3. Nils Thoma; Zhongjie Yu; Fabrizio Ventola; Kristian Kersting

    RECOWNs: Probabilistic Circuits for Trustworthy Time Series Forecasting

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2106.04148, Pages 0-10, arXiv, 2021.

  4. Liudvikas Nemiro; Gerard Canal; Oscar Lima; Michael Cashmore; Mark Roberts

    Designing an Adaptable Benchmark and Competition Simulation for Integrated Planning and Execution

    In: Workshop on the International Planning Competition (WIPC). International Conference on Automated Planning and Scheduling (ICAPS-2021), located at ICAPS 2021, August 2-13, Guangzhou, China, AAAI, Palo Alto, California USA, 8/2021.

  5. Tomás Ribeiro; Oscar Lima; Michael Cashmore; Andrea Micheli; Rodrigo Ventura

    Olisipo: A probabilistic approach to the adaptable execution of deterministic temporal plans

    In: Proceedings of the International Symposium on Temporal Representation and Reasoning. International Symposium on Temporal Representation and Reasoning (TIME-2021), September 27-29, University of Klagenfurt, Carinthia, Austria, Schloss Dagstuhl -- Leibniz-Zentrum für Informatik, Dagstuhl, Germany, 9/2021.

  6. Thomas Röfer; Tim Laue; Nikolai Bahr; Jonah Jaeger; Jannes Knychalla; Thorben Lorenzen; Nele Matschull; Yannik Meinken; Lukas Malte Monnerjahn; Lukas Plecher; Philip Reichenberg

    B-Human Team Report and Code Release 2021

    2021.

  7. Pascal Klink; Hany Abdulsamad; Boris Belousov; Carlo D'Eramo; Jan Peters; Joni Pajarinen

    A Probabilistic Interpretation of Self-Paced Learning with Applications to Reinforcement Learning

    In: Journal of Machine Learning Research, Vol. 22, Pages 182:1-182:52, JMLR, 2021.

  8. Fabrizio Nunnari; Judith Bauerdiek; Lucas Bernhard; Cristina España-Bonet; Corinna Jäger; Amelie Unger; Kristoffer Waldow; Sonja Wecker; Elisabeth André; Stephan Busemann; Christian Dold; Arnulph Fuhrmann; Patrick Gebhard; Yasser Hamidullah; Marcel Hauck; Yvonne Kossel; Martin Misiak; Dieter Wallach; Alexander Stricker

    AVASAG: A German Sign Language Translation System for Public Services

    In: 1st International Workshop on Automatic Translation for Signed and Spoken Languages (AT4SSL). International Workshop on Automatic Translation for Signed and Spoken Languages (AT4SSL-2021), August 20, Association for Machine Translation in the Americas, 8/2021.

  9. Silke Balzert-Walter; Freek Bomhof; Barteld Braaksma; Giuseppe Ciulla; Roberto Di Bernardo; Giovanna Galasso; Matteo Gerosa; Alexa Kodde

    Report on the key findings from the Theme Development Workshop “AI in the Public Sector”

    Pages 1-18, 11/2021.

  10. Rémi Calizzano; Malte Ostendorff; Georg Rehm

    DFKI SLT at GermEval 2021: Multilingual Pre-training and Data Augmentation for the Classification of Toxicity in Social Media Comments

    In: Julian Risch; Anke Stoll; Lena Wilms; Michael Wiegand (Hrsg.). Proceedings of the GermEval Workshop 2021 -- Shared Task on Toxic, Engaging and Fact-Claiming Comments. GermEval at Conference on Natural Language Processing (GermEval-2021), Düsseldorf, Germany, Pages 25-31, University of Klagenfurt, 9/2021.