General image super-resolution techniques have difficulties in recovering detailed face structures when applying to low resolution images. Recent deep learning based methods tailored for images achieved improved performance by jointly trained with additional task such as parsing and landmark prediction. However, multi-task requires extra manually labeled data. Besides, most of the existing work...

The Southern Ocean is riddled with mesoscale eddies. Although just a few kilometers in size, these loops and vortices are key parts of the climate system and are important in controlling how ocean circulation responds to changes in forcing. Observations reveal that changes in the intensity of these eddies vary significantly around the Southern Ocean. This contrasts with the nature of the atmosp...