A SURVEY ON CONVOLUTIONAL GENERATIVE NEURAL NETWORKS (CGNNS)

Convolutional Generative Neural Networks (CGNNs) have emerged as a powerful class of deep learning architectures for generating realistic data. CGNNs integrate the strengths of convolutional neural networks famous for their ability to learn spatial features with generative models, which are designed to produce novel data instances. This survey prov