Generative Optimization Networks for Memory Efficient Data Generation

Shreshth Tuli, Shikhar Tuli, Giuliano Casale +1

In standard generative deep learning models, such as autoencoders or GANs, the size of the parameter set is proportional to the complexity of the generated data distribution. A sig…