Key instance detection in multi-instance learning

• Main Authors: Liu, Guoqing, Wu, Jianxin, Zhou, Zhi-Hua
• Other Authors: School of Computer Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2014
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/106222; http://hdl.handle.net/10220/23974
• Institution: Nanyang Technological University

The goal of traditional multi-instance learning (MIL) is to predict the labels of the bags, whereas in many real applications, it is desirable to get the instance labels, especially the labels of key instances that trigger the bag labels, in addition to getting bag labels. Such a problem has been...