Exploring versatile neural architectures across modalities and perception tasks

• Main Author: Zhang, Wenwei
• Other Authors: Chen Change Loy
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/171935
• Institution: Nanyang Technological University

Humans perceive the world not only by eyes but also by ears and skin, and understand not only the static structure but also the dynamic changes in the scene. The machines also perceive the world through multiple sensors, like normal cameras and Light Detection and Ranging (LiDAR). Meanwhile, multipl...