Reviews: Universal Correspondence Network

In this paper the authors proposed a universal correspondence network using CNN and pair-wise ranking loss. Overall this paper is well written and easy to follow. Below are the detailed review. In Line 121 the authors said they denote s 0 for positive pairs and s 1 for negative pairs. In such way positive pairs will be trained by margin-based ranking loss and negative pairs will be trained by mean squared loss.