Knowledge and data integration for deep learning under small data

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...

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Bibliographic Details
Main Author: Teo, Hazel Kai Xin
Other Authors: Mao Kezhi
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/176309