Active Transfer Prototypical Network: An Efficient Labeling Algorithm for Time-Series Data

Yuqicheng Zhu, Mohamed-Ali Tnani, Timo Jahnz +1

The paucity of labeled data is a typical challenge in the automotive industry. Annotating time-series measurements requires solid domain knowledge and in-depth exploratory data ana…