A Survey of Un-, Weakly-, and Semi-Supervised Learning Methods for Noisy, Missing and Partial Labels in Industrial Vision Applications. - Niclas Simmler; Pascal Sager; Philipp Andermatt; Ricardo Chavarriaga; Frank-Peter Schilling; Matthias Rosenthal; Thilo Stadelmann (SDS, 2021)

Unsupervised Domain Adaptation for Vertebrae Detection and Identification in 3D CT Volumes Using a Domain Sanity Loss. - Pascal Sager; Sebastian Salzmann; Felice Burn; Thilo Stadelmann (J. Imaging, 2022)

So you want your private LLM at home? A survey and benchmark of methods for efficient GPTs. - Lukas Tuggener; Pascal Sager; Yassine Taoudi-Benchekroun; Benjamin F. Grewe; Thilo Stadelmann (SDS, 2024)

The Dynamic Net Architecture: Learning Robust and Holistic Visual Representations Through Self-Organizing Networks. - Pascal Sager; Jan Milan Deriu; Benjamin F. Grewe; Thilo Stadelmann; Christoph von der Malsburg (CoRR, 2024)

Real World Music Object Recognition. - Lukas Tuggener; Raphael Emberger; Adhiraj Ghosh; Pascal Sager; Yvan Putra Satyawan; Javier A. Montoya-Zegarra; Simon Goldschagg; Florian Seibold; Urs Gut; Philipp Ackermann; Jürgen Schmidhuber; Thilo Stadelmann (Trans. Int. Soc. Music. Inf. Retr., 2024)

Consensus task interaction trace recommender to guide developers' software navigation. - Layan Etaiwi; Pascal Sager; Yann-Gaël Guéhéneuc; Sylvie Hamel (Empir. Softw. Eng., 2024)

Hounsfield Unit Ranges as Inductive Bias for Intra-Clinical Learning of Data-Efficient CT Segmentation Models. - Benjamin Meyer; Pascal Sager; Ahmed Abdulkadir; Benjamin F. Grewe; Philipp Schuetz; Thilo Stadelmann; Felice Burn (SDS, 2025)

AI Agents for Computer Use: A Review of Instruction-based Computer Control, GUI Automation, and Operator Assistants. - Pascal Sager; Benjamin Meyer; Peng Yan 006; Rebekka von Wartburg-Kottler; Layan Etaiwi; Aref Enayati; Gabriel Nobel; Ahmed Abdulkadir; Benjamin F. Grewe; Thilo Stadelmann (CoRR, 2025)

The underlying structures of self-attention: symmetry, directionality, and emergent dynamics in Transformer training. - Matteo Saponati; Pascal Sager; Pau Vilimelis Aceituno; Thilo Stadelmann; Benjamin F. Grewe (CoRR, 2025)

Deep Retrieval at CheckThat! 2025: Identifying Scientific Papers from Implicit Social Media Mentions via Hybrid Retrieval and Re-Ranking. - Pascal Sager; Ashwini Kamaraj; Benjamin F. Grewe; Thilo Stadelmann (CoRR, 2025)