Qingquan Bao

Appearance and Structure Aware Robust Deep Visual Graph Matching: Attack, Defense and Beyond

Despite the recent breakthrough of high accuracy deep graph matching (GM) over visual images, the robustness of deep GM models is rarely studied which yet has been revealed an important issue in modern deep nets, ranging from image recognition to graph learning tasks. We first show that an adversari…