Elementwise overparameterisation for single and multi-task learning

• Main Author: Ribli, Vincent
• Other Authors: Sinno Jialin Pan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/156774
• Institution: Nanyang Technological University

In the field of autonomous vehicles, computer vision is used to solve multiple tasks such as semantic segmentation and object tracking. This can be challenging as the tasks need to be done at a high performance within a given latency threshold. Furthermore, multiple tasks need to be solved simultane...