Unsupervised learning with diffusion models

In computer vision, a key goal is to obtain visual representations that faithfully capture the underlying structure and semantics of the data, encompassing object identities, positions, textures, and lighting conditions. However, existing methods for un-/self-supervised learning (SSL) are restricted...

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Bibliographic Details
Main Author: Wang, Jiankun
Other Authors: Weichen Liu
Format: Thesis-Master by Research
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/171953