Papers citing 'Learning to Exploit Invariances in Clinical Time-Series Data using Sequence Transformer Networks'

Title
Joint Alignment of Multivariate Quasi-Periodic Functional Data Using Deep Learning Vi Thanh Pham Jonas Bille Nielsen K. F. Kofoed J. T. Kühl Andreas Kryger Jensen 46 0 0 14 Nov 2023
Closed-Form Diffeomorphic Transformations for Time Series Alignment Iñigo Martinez E. Viles Igor García Olaizola AI4TS 101 9 0 16 Jun 2022
Enhancing Transformer Efficiency for Multivariate Time Series Classification Yuqing Wang Yun Zhao Linda R. Petzold AI4TS 71 2 0 28 Mar 2022
Mixing Up Contrastive Learning: Self-Supervised Representation Learning for Time Series Kristoffer Wickstrøm Michael C. Kampffmeyer Karl Øyvind Mikalsen Robert Jenssen SSL AI4TS 74 101 0 17 Mar 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 98 5 0 08 Mar 2022
SrvfNet: A Generative Network for Unsupervised Multiple Diffeomorphic Shape Alignment Elvis Nunez Andrew Lizarraga Shantanu H. Joshi 58 1 0 27 Apr 2021
Gated Transformer Networks for Multivariate Time Series Classification Minghao Liu Shengqi Ren Siyuan Ma Jiahui Jiao Yizhou Chen Zhiguang Wang Wei Song AI4TS 94 144 0 26 Mar 2021
Hurricane Forecasting: A Novel Multimodal Machine Learning Framework L. Boussioux C. Zeng Théo Guénais Dimitris Bertsimas 99 42 0 11 Nov 2020
Evaluating Progress on Machine Learning for Longitudinal Electronic Healthcare Data David R. Bellamy Leo Anthony Celi Andrew L. Beam LM&MA OOD 86 24 0 02 Oct 2020
Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit Emma Rocheteau Pietro Lio Stephanie L. Hyland OOD 106 65 0 18 Jul 2020
Representation Learning on Variable Length and Incomplete Wearable-Sensory Time Series Xian Wu Chao Huang Pablo Robles-Granda Nitesh Chawla AI4TS 111 15 0 10 Feb 2020
iPromoter-BnCNN: a Novel Branched CNN Based Predictor for Identifying and Classifying Sigma Promoters Ruhul Amin C. R. Rahman Md. Habibur Rahman Sifat Md Nazmul Khan Liton Md. Moshiur Rahman Swakkhar Shatabda Sajid Ahmed 61 46 0 21 Dec 2019
Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes Paul Fergus C. Chalmers C. C. Montañez Denis Reilly Paulo J. G. Lisboa B. Pineles 37 33 0 06 Aug 2019
Multi-task Self-Supervised Learning for Human Activity Detection Aaqib Saeed T. Ozcelebi J. Lukkien SSL 177 291 0 27 Jul 2019
Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping Suhas Lohit Qiao Wang Pavan Turaga ViT 101 59 0 13 Jun 2019
Temporal-Clustering Invariance in Irregular Healthcare Time Series M. T. Bahadori Zachary Chase Lipton AI4TS 92 30 0 27 Apr 2019
Multitask learning and benchmarking with clinical time series data Hrayr Harutyunyan Hrant Khachatrian David C. Kale Greg Ver Steeg Aram Galstyan OOD AI4TS 342 916 0 22 Mar 2017