Ian Jan

Inductive bias influences the spatial scale of biological features learned from images

Abstract Motivation The inductive bias of a deep learning model influences the features it extracts from biological images, making model selection a critical scientific decision. We systematically compare representations learned from scratch without pre-training by convolutional neural networks (CNNs), vision transform...