Update README.md

README.md

-# SVMAP
+# Learning Spatially-Variant MAP Models for Non-blind Image Deblurring
+
+This repository is the PyTorch implementation of the paper:
+
+**Learning Spatially-Variant MAP Models for Non-blind Image Deblurring**
+
+Jiangxin Dong, Stefan Roth, and Bernt Schiele