On the Identifiability of Hybrid Deep Generative Models: Meta-Learning as a Solution

Yubo Ye, Maryam Toloubidokhti, Sumeet Vadhavkar +3

The interest in leveraging physics-based inductive bias in deep learning has resulted in recent development of hybrid deep generative models (hybrid-DGMs) that integrate known phys…