Multitask Learning for Time Series Data with 2D Convolution

Multitask Learning for Time Series Data with 2D Convolution

5 October 2023

Chin-Chia Michael Yeh

Xin Dai

Yan Zheng

Junpeng Wang

Zhongfang Zhuang

Liang Wang

Wei Zhang

Papers citing "Multitask Learning for Time Series Data with 2D Convolution"

7 / 7 papers shown

Title
Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks Chin-Chia Michael Yeh Zhongfang Zhuang Junpeng Wang Yan Zheng J. Ebrahimi Ryan Mercer Liang Wang Wei Zhang AI4TS 36 4 0 21 Sep 2021
Learning to Branch for Multi-Task Learning Pengsheng Guo Chen-Yu Lee Daniel Ulbricht 41 179 0 02 Jun 2020
MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning Yuan Gao Haoping Bai Zequn Jie Jiayi Ma Kui Jia Wei Liu 65 93 0 31 Mar 2020
The UCR Time Series Archive Hoang Anh Dau A. Bagnall Kaveh Kamgar Chin-Chia Michael Yeh Yan Zhu Shaghayegh Gharghabi C. Ratanamahatana Eamonn Keogh 50 828 0 17 Oct 2018
Deep learning for time series classification: a review Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller AI4TS AI4CE 279 2,683 0 12 Sep 2018
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 491 2,217 0 25 Jul 2017
An Overview of Multi-Task Learning in Deep Neural Networks Sebastian Ruder CVBM 120 2,826 0 15 Jun 2017

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