Open AccessPartial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning
Author(s) -
Zhiqiang Shen,
Zechun Liu,
Jie Qin,
Marios Savvides,
Kwang-Ting Cheng
Publication year - 2021
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v35i11.17155
Subject(s) - computer science , transfer of learning , artificial intelligence , classifier (uml) , machine learning , base (topology) , transferability , knowledge base , set (abstract data type) , fine tuning , class (philosophy) , mathematics , mathematical analysis , logit , programming language , physics , quantum mechanics