2 papers
cs.LG2022
GIU-GANs: Global Information Utilization for Generative Adversarial Networks
Yongqi Tian, Xueyuan Gong, Jialin Tang +3
In recent years, with the rapid development of artificial intelligence, image generation based on deep learning has dramatically advanced. Image generation based on Generative Adve…
cs.LG2021
KDCTime: Knowledge Distillation with Calibration on InceptionTime for Time-series Classification
Xueyuan Gong, Yain-Whar Si, Yongqi Tian +3
Time-series classification approaches based on deep neural networks are easy to be overfitting on UCR datasets, which is caused by the few-shot problem of those datasets. Therefore…