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Jahr: 2022
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  1. Dominik Hintersdorf; Lukas Struppek; Kristian Kersting

    To Trust or Not To Trust Prediction Scores for Membership Inference Attacks

    In: Luc De Raedt (Hrsg.). Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence. International Joint Conference on …

  2. Lukas Struppek; Dominik Hintersdorf; Antonio De Almeida Correia; Antonia Adler; Kristian Kersting

    Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks

    In: Kamalika Chaudhuri; Stefanie Jegelka; Le Song; Csaba Szepesvári; Gang Niu; Sivan Sabato (Hrsg.). International Conference on Machine Learning. …

  3. Martin Mundt; Steven Lang; Quentin Delfosse; Kristian Kersting

    CLEVA-Compass: A Continual Learning Evaluation Assessment Compass to Promote Research Transparency and Comparability

    In: The Tenth International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2022), April 25-29, …

  4. Felix Friedrich; Patrick Schramowski; Christopher Tauchmann; Kristian Kersting

    Interactively Providing Explanations for Transformer Language Models

    In: Stefan Schlobach; María Pérez-Ortiz; Myrthe Tielman (Hrsg.). HHAI 2022: Augmenting Human Intellect - Proceedings of the First International …

  5. Patrick Schramowski; Christopher Tauchmann; Kristian Kersting

    Can Machines Help Us Answering Question 16 in Datasheets, and In Turn Reflecting on Inappropriate Content?

    In: FAccT '22: Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency. ACM Conference on Fairness, Accountability, and …

  6. Xiang Xu; Lu Wang; Arsène Pérard-Gayot; Richard Membarth; Cuiyu Li; Chenglei Yang; Philipp Slusallek

    Temporal Coherence-Based Distributed Ray Tracing of Massive Scenes

    In: IEEE Transactions on Visualization and Computer Graphics (TVCG), Vol. 30, No. 2, Pages 1489-1501, IEEE, 11/2022.

  7. Thomas Stauner; Frédérik Blank; David Michael Fürst; Johannes Günther; Korbinian Hagn; Philipp Heidenreich; Markus Huber; Bastian Knerr; Thomas Schulik; Karl-Ferdinand Leiß

    SynPeDS: A Synthetic Dataset for Pedestrian Detection in Urban Traffic Scenes

    In: Proceedings of the 6th ACM Computer Science in Cars Symposium. ACM Computer Science in Cars Symposium (CSCS-2022), ACM, 12/2022.

  8. Björn Deiseroth; Patrick Schramowski; Hikaru Shindo; Devendra Singh Dhami; Kristian Kersting

    LogicRank: Logic Induced Reranking for Generative Text-to-Image Systems

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2208.13518, Pages 0-10, arXiv, 2022.

  9. Matthias Jasny; Lasse Thostrup; Tobias Ziegler; Carsten Binnig

    P4DB - The Case for In-Network OLTP (Extended Technical Report)

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2206.00623, Pages 0-10, arXiv, 2022.

  10. Benjamin Hättasch; Jan-Micha Bodensohn; Carsten Binnig

    ASET: Ad-hoc Structured Exploration of Text Collections [Extended Abstract]

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2203.04663, Pages 0-10, arXiv, 2022.

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