Contrastive predictive coding for Anomaly Detection in Multi-variate Time Series Data

8 February 2022

Papers citing "Contrastive predictive coding for Anomaly Detection in Multi-variate Time Series Data"

4 / 4 papers shown

Title
SimAD: A Simple Dissimilarity-based Approach for Time Series Anomaly Detection Zhijie Zhong Zhiwen Yu Xing Xi Yue Xu Jiahui Chen Kaixiang Yang AI4TS 42 1 0 18 May 2024
PatchAD: A Lightweight Patch-based MLP-Mixer for Time Series Anomaly Detection Zhijie Zhong Zhiwen Yu Yiyuan Yang Weizheng Wang Kaixiang Yang 33 6 0 18 Jan 2024
Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects Kexin Zhang Qingsong Wen Chaoli Zhang Rongyao Cai Ming Jin ... James Y. Zhang Y. Liang Guansong Pang Dongjin Song Shirui Pan AI4TS 114 102 0 16 Jun 2023
An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series Astha Garg Wenyu Zhang Jules Samaran R. Savitha Chuan-Sheng Foo AI4TS 34 222 0 23 Sep 2021