PrefAce: face-centric pretraining with self-structure aware distillation

Video-based facial analysis is important for autonomous agents to understand human expressions and sentiments. However, limited labeled data is available to learn effective facial representations. This paper proposes a novel self-supervised face-centric pretraining framework, called PrefAce, which l...

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Bibliographic Details
Main Author: Hu, Siyuan
Other Authors: Ong Yew Soon
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/175280
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Institution: Nanyang Technological University
Language: English