Deep generative modeling for image synthesis and manipulation

Generating or editing visual content always attracts great attention in research and applications. With the rise of deep neural networks (DNNs), deep generative models have defined a new state-of-the-art in various image generation and manipulation tasks. Despite the significant progress in image sy...

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Bibliographic Details
Main Author: Yu, Yingchen
Other Authors: Lu Shijian
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/172957
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Institution: Nanyang Technological University
Language: English