Omni-Training: Bridging Pre-Training and Meta-Training for Few-Shot Learning

Shu, Y; Cao, ZJ; Gao, JH; Wang, JM; Yu, PS; Long, MS

Long, MS (通讯作者),Tsinghua Univ, Sch Software, BNRist, Beijing 100084, Peoples R China.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023; 45 (12): 15275

Abstract

Few-shot learning aims to fast adapt a deep model from a few examples. While pre-training and meta-training can create deep models powerful for few-sh......

Full Text Link