works on
continuous-time modeling 1flow matching 1forecasting 1irregular time series 1transformer 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

Enhancing Irregular Time Series Forecasting with Continuous-Time Modeling Framework

Tianen Shen, Zhengyu Li, Yutong Li +4

The paper introduces WrapFlow, a framework that directly tokenizes irregular multivariate time‑series observations into continuous‑time tokens and uses a Transformer with a simulat…