3 papers
cs.CV2026
A document is worth a structured record: Principled inductive bias design for document recognition
Benjamin Meyer, Lukas Tuggener, Sascha Hänzi +5
Many document types use intrinsic, convention-driven structures that serve to encode precise and structured information, such as the conventions governing engineering drawings. How…
cs.AI2026
A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions
Pascal J. Sager, Benjamin Meyer, Peng Yan +7
Agents for computer use (ACUs) are an emerging class of systems capable of executing complex tasks on digital devices -- such as desktops, mobile phones, and web platforms -- given…
cs.LG2025
Learning Actionable World Models for Industrial Process Control
Peng Yan, Ahmed Abdulkadir, Gerrit A. Schatte +7
To go from (passive) process monitoring to active process control, an effective AI system must learn about the behavior of the complex system from very limited training data, formi…