Publikationen

Sebastian Rödling; Matej Zecevic; Devendra Singh Dhami; Kristian Kersting

Causal Explanations Over Time: Articulated Reasoning for Interactive Environments

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2506.03915, Pages 1-20, Computing Research Repository, 2025.

Mengyue Wang; Shuo Chen; Kristian Kersting; Volker Tresp; Yunpu Ma

METok: Multi-Stage Event-based Token Compression for Efficient Long Video Understanding

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2506.02850, Pages 1-15, Computing Research Repository, 2025.

Tim Woydt; Moritz Willig; Antonia Wüst; Lukas Helff; Wolfgang Stammer; Constantin A. Rothkopf; Kristian Kersting

Fodor and Pylyshyn's Legacy - Still No Human-like Systematic Compositionality in Neural Networks

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2506.01820, Pages 1-18, Computing Research Repository, 2025.

Leonhard Keller; Daniel Tanneberg; Jan Peters

Neuro-Symbolic Imitation Learning: Discovering Symbolic Abstractions for Skill Learning

In: IEEE International Conference on Robotics and Automation, ICRA 2025, Atlanta, GA, USA, May 19-23, 2025. IEEE International Conference on Robotics and Automation (ICRA), Pages 6519-6526, IEEE, 2025.

Claudius Kienle; Benjamin Alt; Darko Katic; Rainer Jäkel; Jan Peters

QueryCAD: Grounded Question Answering for CAD Models

In: IEEE International Conference on Robotics and Automation, ICRA 2025, Atlanta, GA, USA, May 19-23, 2025. IEEE International Conference on Robotics and Automation (ICRA), Pages 5798-5805, IEEE, 2025.

Dominik Straub; Tobias F. Niehues; Jan Peters; Constantin A. Rothkopf

Inverse decision-making using neural amortized Bayesian actors

In: The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025. International Conference on Learning Representations (ICLR), Pages 1-22, OpenReview.net, 2025.

Brian Moser; Federico Raue; Sebastian Palacio; Stanislav Frolov; Andreas Dengel

Unlocking Dataset Distillation with Diffusion Models

In: NeurIPS. Neural Information Processing Systems (NeurIPS-2025), December 2-7, San Diego, USA, NeurIPS, 2025.

Brian Moser; Arundhati Shanbhag; Stanislav Frolov; Federico Raue; Joachim Folz; Andreas Dengel

A Coreset Selection of Coreset Selection Literature: Introduction and Recent Advances

In: ArXiv e-prints (arxiv), Vol. arxiv, Pages 0-0, arxiv, 2025.

Tobias Wirth; Mihai Maftei; Rosa Esther Martin Peña; Iris Merget

Towards Trusted AI: A Blueprint for Ethics Assessment in Practice

In: Rebekka Görge; Elena Haedecke; Maximilian Poretschkin; Anna Schmitz (Hrsg.). Symposium on Scaling AI Assessments (SAIA 2024). Symposium on Scaling AI Assessments (SAIA-2024), September 30 - October 1, Cologne, Germany, Pages 7:1-7:19, Open Access Series in Informatics (OASIcs), Vol. 126, ISBN ISSN 2190-6807, Schloss Dagstuhl – Leibniz-Zentrum für Informatik, 1/2025.

Desiree Heim; Christian Jilek; Adrian Ulges; Andreas Dengel

Towards Synthesizing E-Mail Conversations as Part of Knowledge Work Datasets with Large Language Models

In: Joint Proceedings of Posters, Demos, Workshops, and Tutorials of the 24th International Conference on Knowledge Engineering and Knowledge Management (EKAW-PDWT 2024). International Conference on Knowledge Engineering and Knowledge Management (EKAW-2024), 24th International Conference on Knowledge Engineering and Knowledge Management, November 26-28, Amsterdam, Netherlands, Vol. 3967, CEUR-WS.org, 5/2025.