Few-shot visual understanding with deep neural networks

• المؤلف الرئيسي: Zhang, Chi
• مؤلفون آخرون: Lin Guosheng
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/154696
• المؤسسة: 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...