Learning from One and Only One Shot

Haizi Yu, Igor Mineyev, Lav R. Varshney +1

Humans can generalize from only a few examples and from little pretraining on similar tasks. Yet, machine learning (ML) typically requires large data to learn or pre-learn to trans…