Meta-Generating Deep Attentive Metric for Few-shot Classification

Learning to generate a task-aware base learner proves a promising direction to deal with few-shot learning (FSL) problem. Existing methods mainly focus on generating an embedding model utilized with a fixed metric (e.g., cosine distance) for nearest neighbour classification or directly generating a...

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Bibliographic Details
Main Authors: Wei, W. (Author), Zhang, L. (Author), Zhou, F. (Author)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2022
Subjects:
Online Access:View Fulltext in Publisher