Disentangled feature representation for few-shot image classification

• المؤلفون الرئيسيون: Cheng, Hao, Wang, Yufei, Li, Haoliang, Kot, Alex Chichung, Wen, Bihan
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Electrical and electronic engineering; Task Analysis; Feature Extraction
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/170577
• المؤسسة: 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...