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cs.AI2025
Cognitive Maps in Language Models: A Mechanistic Analysis of Spatial Planning
Caroline Baumgartner, Eleanor Spens, Neil Burgess +1
How do large language models solve spatial navigation tasks? We investigate this by training GPT-2 models on three spatial learning paradigms in grid environments: passive explorat…
cs.CV2025
Uncertainty-Aware Retinal Vessel Segmentation via Ensemble Distillation
Jeremiah Fadugba, Petru Manescu, Bolanle Oladejo +2
Uncertainty estimation is critical for reliable medical image segmentation, particularly in retinal vessel analysis, where accurate predictions are essential for diagnostic applica…