All Graphs Lead to Rome: Learning Geometric and Cycle-Consistent Representations with Graph Convolutional Networks

Published in IEEE Conference on Computer Vision and Pattern Recognition Workshop: Image Matching: Local Features and Beyond, 2019

Recommended citation: Stephen Phillips, Kostas Daniilidis, "All Graphs Lead to Rome: Learning Geometric and Cycle-Consistent Representations with Graph Convolutional Networks." IEEE Conference on Computer Vision and Pattern Recognition Workshop: Image Matching: Local Features and Beyond, 2019. https://arxiv.org/pdf/1901.02078.pdf

Diagram of training procedure in "All Graphs Lead to Rome"