Reduced computational requirements for Generative Adversarial Networks inserting style of one image into another

https://www.eurekalert.org/news-releases/1067967

"Single-Stream Image-to-Image Translation enables smartphone app... artistic styles, simulating weather changes, improving satellite video resolution, helping autonomous vehicles recognize different lighting... single encoder extracts spatial features, Direct Adaptive Instance Normalization with Pooling captures key style details focusing on the most prominent, improving efficiency... decoder takes combined content/ reconstructs final image... no expensive hardware or cloud services"