2 papers
cs.LG2025
Efficient Unsupervised Shortcut Learning Detection and Mitigation in Transformers
Lukas Kuhn, Sari Sadiya, Jorg Schlotterer +3
Shortcut learning, i.e., a model's reliance on undesired features not directly relevant to the task, is a major challenge that severely limits the applications of machine learning…
cs.NE2025
Cognitive Neural Architecture Search Reveals Hierarchical Entailment
Lukas Kuhn, Sari Saba-Sadiya, Gemma Roig
Recent research has suggested that the brain is more shallow than previously thought, challenging the traditionally assumed hierarchical structure of the ventral visual pathway. He…