Sub-Adjacent Transformer: Improving Time Series Anomaly Detection with Reconstruction Error from Sub-Adjacent Neighborhoods

27 April 2024

Papers citing "Sub-Adjacent Transformer: Improving Time Series Anomaly Detection with Reconstruction Error from Sub-Adjacent Neighborhoods"

4 / 4 papers shown

Title
OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Wenzhen Yue Yong-Jin Liu Haoxuan Li Hao Wang Xianghua Ying Ruohao Guo Bowei Xing Ji Shi AI4TS OOD 34 0 0 12 May 2025
Hydra Attention: Efficient Attention with Many Heads Daniel Bolya Cheng-Yang Fu Xiaoliang Dai Peizhao Zhang Judy Hoffman 99 77 0 15 Sep 2022
A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis Yan Zhao Liwei Deng Xuanhao Chen Chenjuan Guo B. Yang Tung Kieu Feiteng Huang T. Pedersen Kai Zheng Christian S. Jensen AI4TS 38 8 0 10 Sep 2022
An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series Astha Garg Wenyu Zhang Jules Samaran R. Savitha Chuan-Sheng Foo AI4TS 44 223 0 23 Sep 2021