A Bayesian Perspective of Convolutional Neural Networks through a Deconvolutional Generative Model

Tan Nguyen, Nhat Ho, Ankit Patel +3

Inspired by the success of Convolutional Neural Networks (CNNs) for supervised prediction in images, we design the Deconvolutional Generative Model (DGM), a new probabilistic gener…