Knowledge and data integration for deep learning under small data

• Main Author: Teo, Hazel Kai Xin
• Other Authors: Mao Kezhi
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Synoynm replacement
• Online Access: https://hdl.handle.net/10356/176309
• Institution: Nanyang Technological University

This research addresses limited training data in deep learning, where data volume, quality, and diversity significantly influence model performance. The availability of diverse and abundant data is crucial for effective training models. However, in many real-world scenarios, obtaining such varied da...