CaSS: A Channel-aware Self-supervised Representation Learning Framework for Multivariate Time Series Classification

no code implementations • 8 Mar 2022 • Yijiang Chen, Xiangdong Zhou, Zhen Xing, Zhidan Liu, Minyang Xu

Many previous works focus on the pretext task of self-supervised learning and usually neglect the complex problem of MTS encoding, leading to unpromising results.

Representation Learning Self-Supervised Learning +3