One-Shot Object Detection
         with Co-Attention and Co-Excitation

        Ting-I Hsieh1 , Yi-Chen Lo1 , Hwann-Tzong Chen1,3 , Tyng-Luh Liu2,4
   1
   National Tsing Hua University, 2 Academia Sinica, Taiwan, 3 Aeolus Robotics, 4 Taiwan AI Labs
  {tingihsieh.tw,howardyclo}@gmail.com, htchen@cs.nthu.edu.tw, liutyng@ailabs.tw

                         Abstract
      This paper aims to tackle the challenging problem of one-shot object detection.
      Given a query image patch whose class labe ...