Super-Resolution with Deep Convolutional Sufficient Statistics

Joan Bruna, Pablo Sprechmann, Yann LeCun

Inverse problems in image and audio, and super-resolution in particular, can be seen as high-dimensional structured prediction problems, where the goal is to characterize the condi…