Boosting MLPs with a Coarsening Strategy for Long-Term Time Series Forecastingby Nannan Bian, Minhong Zhu,…
From Generalization Analysis to Optimization Designs for State Space Modelsby Fusheng Liu, Qianxiao LiFirst submitted…
Position: Quo Vadis, Unsupervised Time Series Anomaly Detection?by M. Saquib Sarfraz, Mei-Yen Chen, Lukas Layer,…
A Survey of Few-Shot Learning for Biomedical Time Seriesby Chenqi Li, Timothy Denison, Tingting ZhuFirst…
Large Language Models for Mobility Analysis in Transportation Systems: A Survey on Forecasting Tasksby Zijian…
A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Modelby…
Interpretable Vital Sign Forecasting with Model Agnostic Attention Mapsby Yuwei Liu, Chen Dan, Anubhav Bhatti,…
Wildfire Risk Prediction: A Reviewby Zhengsen Xu, Jonathan Li, Sibo Cheng, Xue Rui, Yu Zhao,…
S4: Self-Supervised Sensing Across the Spectrumby Jayanth Shenoy, Xingjian Davis Zhang, Shlok Mehrotra, Bill Tao,…
Early-stage detection of cognitive impairment by hybrid quantum-classical algorithm using resting-state functional MRI time-seriesby Junggu…