Learning to compare: Relation network for few-shot learning

We present a conceptually simple, flexible, and general framework for few-shot learning, where a classifier must learn to recognise new classes given only few examples from each. Our method, called the Relation Network (RN), is trained end-to-end from scratch. During meta-learning, it learns to lear...

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Bibliographic Details
Main Authors: Sung, F, Yang, Y, Zhang, L, Xiang, T, Torr, P, Hospedales, T
Format: Conference item
Published: Institute of Electrical and Electronics Engineers 2018