2024 "temporal dependency modeling" Papers

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SparseTSF: Modeling Long-term Time Series Forecasting with *1k* Parameters

Shengsheng Lin, Weiwei Lin, Wentai Wu et al.

ICML 2024oral

TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning

Xiwen Chen, Peijie Qiu, Wenhui Zhu et al.

ICML 2024oral