DCN

已被顶级Q1期刊IEEE Transactions on Cybernetics接收
IEEE: Decoder Choice Network for Meta-Learning
arXiv: Decoder Choice Network for Meta-Learning

Abstract

We design a new optimization-based model with a new task embedding in order to get better performance on Omniglot and miniImageNet dataset. As a result, We achieved a lot of state-of-the-art in experiments. Among them, a structure similar to searching rule is combined in the model. The paper is still in the submission, so the details of the model cannot be given here.

Experiment

The experiment on Omniglot.

The experiment on miniImageNet.