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Do generative models learn rare generative factors?

Generative models are becoming a promising tool in AI alongside discriminative learning. Several models have been proposed to learn in an unsupervised fashion the corresponding generative factors, namely the latent variables critical for capturing the full spectrum of data variability. Diffusion Mod...

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Bibliographic Details
Main Authors: Fasih Haider, Edward Moroshko, Yuyang Xue, Sotirios A. Tsaftaris
Format: Artigo
Language:Inglês
Published: Frontiers Media S.A. 2025-11-01
Series:Frontiers in Artificial Intelligence
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2025.1697139/full
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