Entropy Guided Dynamic Patch Segmentation for Time Series Transformers

Sachith Abeywickrama, Emadeldeen Eldele, Min Wu +2

Patch-based transformers have emerged as efficient and improved long-horizon modeling architectures for time series modeling. Yet, existing approaches rely on temporally-agnostic p…