Gated Transformer Networks for Multivariate Time Series Classification

Gated Transformer Networks for Multivariate Time Series Classification

26 March 2021

Papers citing "Gated Transformer Networks for Multivariate Time Series Classification"

11 / 11 papers shown

Title
Contrastive Learning for Continuous Touch-Based Authentication Mengyu Qiao Yunpeng Zhai Yang Wang AAML 37 0 0 24 Apr 2025
Energy-Efficient Transformer Inference: Optimization Strategies for Time Series Classification Arshia Kermani Ehsan Zeraatkar Habib Irani 41 2 0 23 Feb 2025
Advancing Time Series Classification with Multimodal Language Modeling Mingyue Cheng Yiheng Chen Qi Liu Zhiding Liu Yucong Luo AI4TS 33 11 0 19 Mar 2024
Efficient High-Resolution Time Series Classification via Attention Kronecker Decomposition Aosong Feng Jialin Chen Juan Garza Brooklyn Berry Francisco Salazar Yifeng Gao Rex Ying Leandros Tassiulas 33 1 0 07 Mar 2024
Comparative Analysis of Transformers for Modeling Tabular Data: A Casestudy using Industry Scale Dataset Usneek Singh Piyush Arora Shamika Ganesan Mohit Kumar Siddhant Kulkarni Salil R. Joshi 51 2 0 24 Nov 2023
LLM4TS: Aligning Pre-Trained LLMs as Data-Efficient Time-Series Forecasters Ching Chang Wei-Yao Wang Wenjie Peng Tien-Fu Chen AI4TS 38 45 0 16 Aug 2023
MSW-Transformer: Multi-Scale Shifted Windows Transformer Networks for 12-Lead ECG Classification Ren-Wei Cheng Zhemin Zhuang Shuxin Zhuang Linfu Xie Jingfeng Guo MedIm 28 6 0 21 Jun 2023
Diagnostic Spatio-temporal Transformer with Faithful Encoding Jokin Labaien T. Idé Pin-Yu Chen E. Zugasti Xabier De Carlos 56 2 0 26 May 2023
Transformer Models for Acute Brain Dysfunction Prediction B. Silva Miguel Contreras T. Ozrazgat-Baslanti Yuanfang Ren Ziyuan Guan Kia Khezeli A. Bihorac Parisa Rashidi 17 0 0 13 Mar 2023
HigeNet: A Highly Efficient Modeling for Long Sequence Time Series Prediction in AIOps Jiajia Li Feng Tan Cheng He Zikai Wang Haitao Song Lingfei Wu Pengwei Hu 20 0 0 13 Nov 2022
CaSS: A Channel-aware Self-supervised Representation Learning Framework for Multivariate Time Series Classification Yijiang Chen Xiangdong Zhou Zhen Xing Zhidan Liu Minyang Xu AI4TS SSL 19 5 0 08 Mar 2022