A comparative review of latent spaces in latent diffusion model with other generative models

Generative models have become predominant in modern machine learning, enabling the synthesis of high-quality and diverse outputs. This study examines the mechanisms of various generative models, namely, Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and Diffusion Models (DM...

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Bibliographic Details
Main Author: Sun Jiaxin
Other Authors: Xia Kelin
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/175639
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Institution: Nanyang Technological University
Language: English

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