GEM-FI: Gated Evidential Mixtures with Fisher Modulation
arXiv:2605.03750v1 Announce Type: new
Abstract: Evidential Deep Learning (EDL) enables single-pass uncertainty estimation by predicting Dirichlet evidence, but it can remain overconfident and poorly calibrated, and it often fails to represent multi-mo…