BriefGPT.xyz
Oct, 2022
基于元 Dropout 的统一框架用于小样本学习
A Unified Framework with Meta-dropout for Few-shot Learning
HTML
PDF
Shaobo Lin, Xingyu Zeng, Rui Zhao
TL;DR
本研究提出了一种基于元学习框架的元学习Few-Shot Learning方法,其中利用一种简单而有效的元Dropout机制,防止神经元在元训练阶段过度协同。实验验证了该方法在目标检测领域的有效性。
Abstract
Conventional training of
deep neural networks
usually requires a substantial amount of data with expensive human annotations. In this paper, we utilize the idea of
meta-learning
to explain two very different stre
→