VISTA: Unsupervised 2D Temporal Dependency Representations for Time Series Anomaly Detection

3 April 2025

Papers citing "VISTA: Unsupervised 2D Temporal Dependency Representations for Time Series Anomaly Detection"

8 / 8 papers shown

Title
TimeSeriesBench: An Industrial-Grade Benchmark for Time Series Anomaly Detection Models Haotian Si Changhua Pei Hang Cui Jingwen Yang Yongqian Sun ... Haiming Zhang Jing Han Dan Pei Jianhui Li Gaogang Xie AI4TS 71 7 0 16 Feb 2024
TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis Haixu Wu Teng Hu Yong Liu Hang Zhou Jianmin Wang Mingsheng Long AI4TS AIFin 134 792 0 05 Oct 2022
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency Xiang Zhang Ziyuan Zhao Theodoros Tsiligkaridis Marinka Zitnik AI4TS 117 285 0 17 Jun 2022
Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy Jiehui Xu Haixu Wu Jianmin Wang Mingsheng Long AI4TS 72 497 0 06 Oct 2021
Towards Total Recall in Industrial Anomaly Detection Karsten Roth Latha Pemula J. Zepeda Bernhard Schölkopf Thomas Brox Peter V. Gehler UQCV 88 910 0 15 Jun 2021
BeCAPTCHA-Mouse: Synthetic Mouse Trajectories and Improved Bot Detection A. Acien Aythami Morales Julian Fierrez R. Vera-Rodríguez 51 33 0 02 May 2020
A Multimodal Anomaly Detector for Robot-Assisted Feeding Using an LSTM-based Variational Autoencoder Daehyung Park Yuuna Hoshi Charles C. Kemp DRL 73 747 0 02 Nov 2017
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 277 19,066 0 20 Dec 2014