2 papers
cs.LG2025
OLMA: One Loss for More Accurate Time Series Forecasting
Tianyi Shi, Zhu Meng, Yue Chen +5
Time series forecasting faces two important but often overlooked challenges. Firstly, the inherent random noise in the time series labels sets a theoretical lower bound for the for…
cs.AI2024
OpenDriver: An Open-Road Driver State Detection Dataset
Delong Liu, Shichao Li, Tianyi Shi +5
Among numerous studies for driver state detection, wearable physiological measurements offer a practical method for real-time monitoring. However, there are few driver physiologica…