Few-shot visual understanding with deep neural networks

• Main Author: Zhang, Chi
• Other Authors: Lin Guosheng
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/154696
• Institution: Nanyang Technological University

Deep Neural Networks (DNNs) have become indispensable for a variety of computer vision tasks, such as image recognition, image segmentation, and object detection. The availability of large-scale labeled datasets and the powerful fitting capability of deep models are two crucial factors that contribu...