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Edric Tam, Qingyang Liu, Barbara Engelhardt, Ray Bai

Public reference bibliography and cataloged PDF materials authored or published by Edric Tam, Qingyang Liu, Barbara Engelhardt, Ray Bai.

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Intrinsic Gradient Barriers in Pushforward Deep Generative Models

Year: 2026 • Source: arxiv.org • Listed PDF

Broad classes of deep generative models (DGMs) operate by learning to map a simple source distribution, such as a standard Gaussian, to a complex high-dimensional target distribution. Despite their success, DGMs often em...