1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2024
VE: Modeling Multivariate Time Series Correlation with Variate Embedding
Shangjiong Wang, Zhihong Man, Zhenwei Cao +2
Multivariate time series forecasting relies on accurately capturing the correlations among variates. Current channel-independent (CI) models and models with a CI final projection l…
cs.LG2024★ 1 cited
Class-incremental Learning for Time Series: Benchmark and Evaluation
Zhongzheng Qiao, Quang Pham, Zhen Cao +4
Real-world environments are inherently non-stationary, frequently introducing new classes over time. This is especially common in time series classification, such as the emergence…