Neural architecture search of SPD manifold networks

• Main Authors: SUKTHANKER, R.S., HUANG, Zhiwu, KUMAR, S., ENDSJO, E. G., WU, Y., VAN, Gool L.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: OS and Networks; Systems Architecture
• Online Access: https://ink.library.smu.edu.sg/sis_research/6410; https://ink.library.smu.edu.sg/context/sis_research/article/7413/viewcontent/Neural_Architecture_Search_of_SPD_Manifold_Networks.pdf
• Institution: Singapore Management University

In this paper, we propose a new neural architecture search (NAS) problem of Symmetric Positive Definite (SPD) manifold networks, aiming to automate the design of SPD neural architectures. To address this problem, we first introduce a geometrically rich and diverse SPD neural architecture search spac...