Publications

Unraveling learning characteristics of transformer models for molecular design

Roth, Jannik P.; Bajorath, Jürgen, 2025

Published in: Patterns

FCAD: Feature-Coupled Anisotropic Diffusion for Continuous Graph Learning

Azad, Amitoz; Zhang, Zhiyuan, 2025

Published in: Proceedings of the 28th European Conference on Artificial Intelligence (ECAI 2025)

MR6D: Benchmarking 6D Pose Estimation for Mobile Robots

Gouda, Anas; Awasthi, Shrutarv; Blesing, Christian; Manohar, Lokeshwaran; Hoffmann, Frank; Kirchheim, Alice, 2025

Published in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops

{FunGraph}: Functionality Aware 3D Scene Graphs for Language-Prompted Scene Interaction

Rotondi, Dennis; Scaparro, Fabio; Blum, Hermann; Arras, Kai O., 2025

Published in: IEEE/RSJ International Conferenceon Intelligent Robots and Systems

Exploring the Most Extreme Blazars: New Insights from {MAGIC}

Foffano, Luca; Arcaro, Cornelia; Arbet-Engels, Axel; D’Ammando, Filippo; Da Vela, Paolo; Jormanainen, Jenni; Linder, David; Menon, Sweta; Prandini, Elisa; Ventura, Sofia; Visentin, Elisa, 2025

Published in: Proceedings of 39th International Cosmic Ray Conference — {PoS}({ICRC}2025)

Contrastive explanations for machine learning predictions in chemistry

Lamens, Alec; Bajorath, Jürgen, 2025

Published in: Journal of Cheminformatics

Interaction-Aware and Domain-Invariant Representation Learning for Inclusive Flavour Tagging

Bunse, Mirko; Führing, Quentin, 2025

Published in: 23rd International Workshop on Advanced Computing and Analysis Techniques in Physics Research: Transforming the Scientific Process with AI (ACAT 2025)

3D-{MOOD}: Lifting 2D to 3D for Monocular Open-Set Object Detection

Yang, Yung-Hsu; Piccinelli, Luigi; Segu, Mattia; Li, Siyuan; Huang, Rui; Fu, Yuqian; Pollefeys, Marc; Blum, Hermann; Bauer, Zuria, 2025

Published in: International Conference on Computer Vision

SpotLight: Robotic Scene Understanding through Interaction and Affordance Detection

Engelbracht, Tim; Zurbrügg, René; Pollefeys, Marc; Blum, Hermann; Bauer, Zuria, 2025

Published in: 24th International Conference on Humanoid Robots

EDAudio: Easy Data Augmentation for Dialectal Audio

Fischbach, Lea; Karimi, Akbar; Lameli, Alfred; Flek, Lucie, 2025

Published in: Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing - Natural Language Processing in the Generative AI era