On the Importance of Firth Bias Reduction in Few-Shot Classification

Saba Ghaffari, Ehsan Saleh, David Forsyth +1

Learning accurate classifiers for novel categories from very few examples, known as few-shot image classification, is a challenging task in statistical machine learning and compute…