2 papers
cs.CL2023
SegMix: A Simple Structure-Aware Data Augmentation Method
Yuxin Pei, Pushkar Bhuse, Zhengzhong Liu +1
Interpolation-based Data Augmentation (DA) methods (Mixup) linearly interpolate the inputs and labels of two or more training examples. Mixup has more recently been adapted to the…
q-bio.QM2021
Using Deep Learning Sequence Models to Identify SARS-CoV-2 Divergence
Yanyi Ding, Zhiyi Kuang, Yuxin Pei +3
SARS-CoV-2 is an upper respiratory system RNA virus that has caused over 3 million deaths and infecting over 150 million worldwide as of May 2021. With thousands of strains sequenc…