Image and video generation via deep learning

Despite the immense success in image and video generation, several important problems still exist. This thesis aims at addressing the remaining challenges through advanced deep learning techniques. The first attempt is to construct a large-scale facial video dataset, DeeperForensics-1.0, to facilita...

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Bibliographic Details
Main Author: Jiang, Liming
Other Authors: Chen Change Loy
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/172067