Publikationen

Christoph Schuhmann; Robert Kaczmarczyk; Gollam Rabby; Felix Friedrich; Maurice Kraus; Krishna Kalyan; Kourosh Nadi; Huu Nguyen; Kristian Kersting; Sören Zepezauer

EmoNet-Face: An Expert-Annotated Benchmark for Synthetic Emotion Recognition

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2505.20033, Pages 1-29, Computing Research Repository, 2025.

Nayari Lessa; Melya Boukheddimi; Frank Kirchner

Adversarial Priors Unleashed with Soft Actor Critic

In: Women in Machine Learning Workshop (WiML 2025) at NeurIPS. Neural Information Processing Systems (NeurIPS-2025), 20th Women in Machine Learning Workshop (WiML 2025), December 2-7, San Diego, USA, USA, n.n. 12/2025.

Jonas Seng; Fabrizio Ventola; Zhongjie Yu; Kristian Kersting

Hyperparameter Optimization via Interacting with Probabilistic Circuits

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2505.17804, Pages 1-39, Computing Research Repository, 2025.

Nick Kocher; Christian Wassermann; Leona Hennig; Jonas Seng; Holger H. Hoos; Kristian Kersting; Marius Lindauer; Matthias S. Müller

Guidelines for the Quality Assessment of Energy-Aware NAS Benchmarks

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2505.15631, Pages 1-10, Computing Research Repository, 2025.

Zihan Ye; Oleg Arenz; Kristian Kersting

Learning from Less: Guiding Deep Reinforcement Learning with Differentiable Symbolic Planning

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2505.11661, Pages 1-23, Computing Research Repository, 2025.

Ho Minh Duy Nguyen; Nghiem T. Diep; Trung Nguyen; Hoang-Bao Le; Tai Nguyen; Tien Nguyen; TrungTin Nguyen; Nhat Ho; Pengtao Xie; Roger Wattenhofer; James Zou; Daniel Sonntag; Mathias Niepert

ExGra-Med: Extended Context Graph Alignment for Medical Vision-Language Models

In: The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS). Neural Information Processing Systems (NeurIPS-2025), December 2-12, USA, Advances in Neural Information Processing Systems, 12/2025.

Daniel Büttner; Dirk Schöttke; Stephan Schäfer; Sönke Knoch; Daniel Porta; Tim Schwartz; Claudette Ocando Röhricht; Aaron Zielstorff; Andreas Bayha

Bridging the Qualification Gap for the Asset Administration Shell: A Modular and Role-Based Learning Framework

In: 2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE International Conference on Emerging Technologies and Factory Automation (ETFA-2025), September 9-12, Porto, Portugal, Pages 1-8, IEEE, 10/2025.

Julian Groß

MuS-Q-Le: On the fly Multi-State Q-Learning for Large-Scale State and Action Spaces on GPU’s

In: Parallel and Distributed Computing, Applications and Technologies. International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT-2025), 26th International Conference, PDCAT 2025, Gold Coast, Australia, November 22–24, 2025, Proceedings, November 22-24, Gold Coast, QLD, Australia, Springer, 2025.

Christian Backe; Veit Briken