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

From the 1 of 47 linked papers with an AI index.

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20242026
most citedCATCH: Channel-Aware multivariate Time Series Anomaly Detection via Frequency Patching

1 citations · 1 across the 14 of their papers we have counts for

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cs.AI2025

ADFormer: Aggregation Differential Transformer for Passenger Demand Forecasting

Haichen Wang, Liu Yang, Xinyuan Zhang +3

Passenger demand forecasting helps optimize vehicle scheduling, thereby improving urban efficiency. Recently, attention-based methods have been used to adequately capture the dynam…