2 papers
cs.LG2022
Rethinking Attention Mechanism in Time Series Classification
Bowen Zhao, Huanlai Xing, Xinhan Wang +2
Attention-based models have been widely used in many areas, such as computer vision and natural language processing. However, relevant applications in time series classification (T…
cs.LG2021
An Efficient Federated Distillation Learning System for Multi-task Time Series Classification
Huanlai Xing, Zhiwen Xiao, Rong Qu +2
This paper proposes an efficient federated distillation learning system (EFDLS) for multi-task time series classification (TSC). EFDLS consists of a central server and multiple mob…