Arturs Polis

A Relational Model for One-Shot Classification

2021 · arXiv (Cornell University)

We show that a deep learning model with built-in relational inductive bias can bring benefits to sample-efficient learning, without relying on extensive data augmentation. The proposed one-shot classification model performs relational matching of a pair …