4 code implementations • 1 Mar 2017 • Lucas Theis, Wenzhe Shi, Andrew Cunningham, Ferenc Huszár
We propose a new approach to the problem of optimizing autoencoders for lossy image compression.
138 code implementations • CVPR 2017 • Christian Ledig, Lucas Theis, Ferenc Huszar, Jose Caballero, Andrew Cunningham, Alejandro Acosta, Andrew Aitken, Alykhan Tejani, Johannes Totz, Zehan Wang, Wenzhe Shi
The adversarial loss pushes our solution to the natural image manifold using a discriminator network that is trained to differentiate between the super-resolved images and original photo-realistic images.
Ranked #3 on Image Super-Resolution on VggFace2 - 8x upscaling