9 citations · 9 across the 6 of their papers we have counts for
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cs.LG2024
Continuous-Time Linear Positional Embedding for Irregular Time Series Forecasting
Byunghyun Kim, Jae-Gil Lee
Irregularly sampled time series forecasting, characterized by non-uniform intervals, is prevalent in practical applications. However, previous research have been focused on regular…
cs.LG2024★ 9 cited
Universal Time-Series Representation Learning: A Survey
Patara Trirat, Yooju Shin, Junhyeok Kang +6
Time-series data exists in every corner of real-world systems and services, ranging from satellites in the sky to wearable devices on human bodies. Learning representations by extr…