Sumeet Vadhavkar

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

The interest in leveraging physics-based inductive bias in deep learning has resulted in recent development of _hybrid deep generative models (hybrid-DGMs)_ that integrates known physics-based mathematical expressions in neural generative models. To identify these hybrid-DGMs requires inferring par…