Zero-shot learning via category-specific visual-semantic mapping and label refinement

• Main Authors: Niu, Li, Cai, Jianfei, Veeraraghavan, Ashok, Zhang, Liqing
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Zero-shot Learning (ZSL); Domain Adaptation
• Online Access: https://hdl.handle.net/10356/142785
• Institution: Nanyang Technological University

Zero-shot learning (ZSL) aims to classify a test instance from an unseen category based on the training instances from seen categories in which the gap between seen categories and unseen categories is generally bridged via visual-semantic mapping between the low-level visual feature space and the in...