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Publications

 

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Displaying results 1 to 10 of 512.

  1. Théo Vincent; Fabian Wahren; Jan Peters; Boris Belousov; Carlo D'Eramo (Hrsg.)

    Adaptive Q-Network: On-the-fly Target Selection for Deep Reinforcement Learning

    International Conference on Machine Learning (ICML-2024), located at ICML, June 22 - July 27, Vienna, Austria, International Conference on Machine …

  2. Tobias Wirth; Andrey Guzhov; Matthias Müller; Tobias Fischer; Lucas Howes; Dominik Ospelt

    AI combats Cybercrime - Deep Learning for Forensics

    In: Future Insight e.V. (Hrsg.). Curious 2024. Curious - Future Insight Conference (Curious-2024), July 10-11, Mainz, Germany, …

  3. René Klaus Nikiel; Meghdad Mirabi; Carsten Binnig

    TrustDDL: A Privacy-Preserving Byzantine-Robust Distributed Deep Learning Framework

    In: 2024 54rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W 2024). Workshop on Dependable and Secure …

  4. Daniel Sonntag; Michael Barz; Thiago Gouvea

    A look under the hood of the Interactive Deep Learning Enterprise (No-IDLE)

    Deutsches Forschungszentrum für Künstliche Intelligenz GmbH, DFKI Technical Report, 6/2024.

  5. Mirko Lenz; Lukas Malburg; Ralph Bergmann

    CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python

    In: Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR-2024), Merida, Mexico, Pages 289-304, …

  6. Mhd Rashed Al Koutayni; Gerd Reis; Didier Stricker

    DeepEdgeSoC: End-to-end deep learning framework for edge IoT devices

    In: Internet of Things, Vol. 21, Pages 1-18, Elsevier, 4/2023.

  7. Tahira Shehzadi; Shalini Sarode; Didier Stricker; Muhammad Zeshan Afzal

    Towards End-to-End Semi-Supervised Table Detection with Semantic Aligned Matching Transformer

    In: International Conference on Document Analysis and Recognition (ICDAR-2024). International Conference on Document Analysis and Recognition …

  8. Tahira Shehzadi; Khurram Azeem Hashmi; Didier Stricker; Marcus Liwicki; Muhammad Zeshan Afzal

    Towards end-to-end semi-supervised table detection with deformable transformer

    In: International Conference on Document Analysis and Recognition (ICDAR-2023). International Conference on Document Analysis and Recognition …

  9. Iqraa Ehsan; Tahira Shehzadi; Didier Stricker; Muhammad Zeshan Afzal

    End-to-End Semi-Supervised approach with Modulated Object Queries for Table Detection in Documents

    In: International Journal on Document Analysis and Recognition (IJDAR), Vol. 1, Pages 1-15, Springer, 2024, Athens, Greece, 9/2024.

  10. Christian Schorr; Sebastian Hocke; Tobias Masiak; Patrick Trampert

    A Scalable Synthetic Data Creation Pipeline for AI-Based Automated Optical Quality Control

    In: Proceedings of the 14th International Conference on Simulation and Modeling Methodologies, Technologies and Applications. International Conference …

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