NAS-SpatialFlow : neural architecture search for panoptic segmentation

• Main Author: Cao, Liu
• Other Authors: Chen Change Loy
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/138013
• Institution: Nanyang Technological University

Neural architecture search (NAS) has achieved success in various deep learning tasks. NAS can automatically find an efficient neural network architecture for a certain task on a dataset, which can outperform human-designed neural architectures. NAS has proved its efficiency in classification task (I...