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 ...


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