Disentangled feature representation for few-shot image classification

• Main Authors: Cheng, Hao, Wang, Yufei, Li, Haoliang, Kot, Alex Chichung, Wen, Bihan
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Task Analysis; Feature Extraction
• Online Access: https://hdl.handle.net/10356/170577
• Institution: Nanyang Technological University

Learning the generalizable feature representation is critical to few-shot image classification. While recent works exploited task-specific feature embedding using meta-tasks for few-shot learning, they are limited in many challenging tasks as being distracted by the excursive features such as the ba...