Transductive transfer learning for visual recognition

• Main Author: Huang, Jiaxing
• Other Authors: Lu Shijian
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/164573
• Institution: Nanyang Technological University

In recent years, deep neural networks (DNNs) have brought great advances to various computer vision tasks, such as image classification, object detection, semantic segmentation, etc. However, the considerable successes of DNNs are achieved at a high cost of quite a lot of densely labeled training im...