Leiyu Xie

One-Shot Medical Action Recognition With A Cross-Attention Mechanism And Dynamic Time Warping

In this paper, we address the classification of medical actions with only one single sample by developing a novel one-shot learning framework which contains both cross-attention and dynamic time warping (DTW) modules. To be concrete, we firstly transform the raw skeleton sequence into the signal-lev…