Improving self-supervision in video representation learning

With the rapid advancement of deep learning techniques in computer vision, researchers have achieved high performance in video related downstream tasks such as action classification and action detection. However, a pressing issue in this field is the scarcity of labeled data. A video contains hundre...

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Bibliographic Details
Main Author: Liu, Hualin
Other Authors: Zhang Hanwang
Format: Thesis-Master by Research
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/152209
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Institution: Nanyang Technological University
Language: English