1 citations · 4 across the 12 of their papers we have counts for
4 papers · 1 filter
Leveraging Color Channel Independence for Improved Unsupervised Object Detection
Bastian Jäckl, Yannick Metz, Udo Schlegel +2
Object-centric architectures can learn to extract distinct object representations from visual scenes, enabling downstream applications on the object level. Similarly to autoencoder…
Mapping out the Space of Human Feedback for Reinforcement Learning: A Conceptual Framework
Yannick Metz, David Lindner, Raphaël Baur +1
Reinforcement Learning from Human feedback (RLHF) has become a powerful tool to fine-tune or train agentic machine learning models. Similar to how humans interact in social context…
Interactive Public Transport Infrastructure Analysis through Mobility Profiles: Making the Mobility Transition Transparent
Yannick Metz, Dennis Ackermann, Daniel A. Keim +1
Efficient public transport systems are crucial for sustainable urban development as cities face increasing mobility demands. Yet, many public transport networks struggle to meet di…
MULTI-CASE: A Transformer-based Ethics-aware Multimodal Investigative Intelligence Framework
Maximilian T. Fischer, Yannick Metz, Lucas Joos +2
AI-driven models are increasingly deployed in operational analytics solutions, for instance, in investigative journalism or the intelligence community. Current approaches face two…