MEMTO: Memory-guided Transformer for Multivariate Time Series Anomaly Detection

1 code implementation • NeurIPS 2023 • Junho Song, Keonwoo Kim, Jeonglyul Oh, Sungzoon Cho

It is designed to incorporate a novel memory module that can learn the degree to which each memory item should be updated in response to the input data.

Anomaly Detection Time Series +1

Probabilistic Performance-Pattern Decomposition (PPPD): analysis framework and applications to stochastic mechanical systems

no code implementations • 4 Mar 2020 • Ziqi Wang, Marco Broccardo, Junho Song

Since the early 1900s, numerous research efforts have been devoted to developing quantitative solutions to stochastic mechanical systems.