Deep learning of shared perceptual representations for familiar and unfamiliar faces: Reply to commentaries
Sign Up to like & getrecommendations! Published in 2021 at "Cognition"
DOI: 10.1016/j.cognition.2020.104484
Abstract: We recently argued that human unfamiliar face identity perception reflects substantial perceptual expertise, and that the advantage for familiar over unfamiliar face identity matching reflects a learned mapping between generic high-level perceptual features and a… read more here.
Keywords: learning shared; representations familiar; shared perceptual; deep learning ... See more keywords
Multitask learning over shared subspaces
Sign Up to like & getrecommendations! Published in 2021 at "PLoS Computational Biology"
DOI: 10.1371/journal.pcbi.1009092
Abstract: This paper uses constructs from machine learning to define pairs of learning tasks that either shared or did not share a common subspace. Human subjects then learnt these tasks using a feedback-based approach and we… read more here.
Keywords: learning shared; multitask learning; biology; performance ... See more keywords