Task relation networks

• Main Authors: LI, Jianshu, ZHOU, Pan, CHEN, Yunpeng, ZHAO, Jian, ROY, Sujoy, YAN, Shuicheng, FENG, Jiashi, SIM, Terence
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Graphics and Human Computer Interfaces; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/9009; https://ink.library.smu.edu.sg/context/sis_research/article/10012/viewcontent/4d0f3cbd_77cd_4572_a285_c355cc513c00.pdf
• Institution: Singapore Management University

Multi-task learning is popular in machine learning and computer vision. In multitask learning, properly modeling task relations is important for boosting the performance of jointly learned tasks. Task covariance modeling has been successfully used to model the relations of tasks but is limited to ho...