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Publications

Displaying results 1491 to 1500 of 15094.

  1. Lukas Struppek; Dominik Hintersdorf; Kristian Kersting

    Be Careful What You Smooth For: Label Smoothing Can Be a Privacy Shield but Also a Catalyst for Model Inversion Attacks

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2310.06549, Pages 1-31, arXiv, 2023.

  2. Lukas Struppek; Martin B. Hentschel; Clifton Poth; Dominik Hintersdorf; Kristian Kersting

    Leveraging Diffusion-Based Image Variations for Robust Training on Poisoned Data

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2310.06372, Pages 1-12, arXiv, 2023.

  3. Manuel Brack; Patrick Schramowski; Kristian Kersting

    Distilling Adversarial Prompts from Safety Benchmarks: Report for the Adversarial Nibbler Challenge

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2309.11575, Pages 2-5, arXiv, 2023.

  4. Yuhan Jin; Haider Khan Lodhi; Fabian Maas genannt Bermpohl; Pierre Willenbrock; Christoph Hertzberg; Steffen Planthaber; Babu Ajish; Daniel Kuehn; Frank Kirchner

    Beyond Teleoperation: Autonomous-Assisted Soil Sampling for Decontamination in Hazardous Environments Using a Walking Excavator

    In: 2025 IEEE International Symposium on Safety Security Rescue Robotics (SSRR). IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR-2025), October 29-31, Galway, Ireland, IEEE, New York, NY, USA, 10/2025.

  5. Quentin Delfosse; Wolfgang Stammer; Thomas Rothenbacher; Dwarak Vittal; Kristian Kersting

    Boosting Object Representation Learning via Motion and Object Continuity

    In: Danai Koutra; Claudia Plant; Manuel Gomez Rodriguez; Elena Baralis; Francesco Bonchi (Hrsg.). Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part IV. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Pages 610-628, Lecture Notes in Computer Science, Vol. 14172, Springer, 2023.

  6. Zhongjie Yu; Martin Trapp; Kristian Kersting

    Characteristic Circuits

    In: Alice Oh; Tristan Naumann; Amir Globerson; Kate Saenko; Moritz Hardt; Sergey Levine (Hrsg.). Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. Neural Information Processing Systems (NeurIPS), Pages 1-19, arXiv, 2023.

  7. Siwen Yan; Phillip Odom; Rahul Pasunuri; Kristian Kersting; Sriraam Natarajan

    Learning with privileged and sensitive information: a gradient-boosting approach

    In: Frontiers in Artificial Intelligence, Vol. 6, Pages 1-11, Frontiers, 2023.

  8. Jannis Blüml; Johannes Czech; Kristian Kersting

    AlphaZe(_ast)(_ast): AlphaZero-like baselines for imperfect information games are surprisingly strong

    In: Frontiers in Artificial Intelligence, Vol. 6, Pages 1-18, Frontiers, 2023.

  9. Frieder Uhlig; Lukas Struppek; Dominik Hintersdorf; Thomas Göbel; Harald Baier; Kristian Kersting

    Combining AI and AM - Improving approximate matching through transformer networks

    In: Digital Investigation, Vol. 45, No. Supplement, Pages 1-13, arXiv, 2023.

  10. Nicolas Pfeuffer; Lorenz Baum; Wolfgang Stammer; Benjamin M. Abdel-Karim; Patrick Schramowski; Andreas M. Bucher; Christian Hügel; Gernot Rohde; Kristian Kersting; Oliver Hinz

    Explanatory Interactive Machine Learning

    In: Business & Information Systems Engineering (BISE), Vol. 65, No. 6, Pages 677-701, Springer Nature, 2023.

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