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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Detaylı Bibliyografya
Yazar: Sun Jiaxin
Diğer Yazarlar: Xia Kelin
Materyal Türü: Final Year Project (FYP)
Dil:English
Baskı/Yayın Bilgisi: Nanyang Technological University 2024
Konular:
Online Erişim:https://hdl.handle.net/10356/175639