2025 "multivariate time series" Papers

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CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching

Xingjian Wu, Xiangfei Qiu, Zhengyu Li et al.

ICLR 2025posterarXiv:2410.12261
59
citations

Multivariate Time Series Anomaly Detection with Idempotent Reconstruction

Xin Sun, Heng Zhou, Chao Li

NeurIPS 2025poster