GLA-DA: Global-Local Alignment Domain Adaptation for Multivariate Time
Series

GLA-DA: Global-Local Alignment Domain Adaptation for Multivariate Time Series

9 October 2024

Dan Li

Papers citing "GLA-DA: Global-Local Alignment Domain Adaptation for Multivariate Time Series"

12 / 12 papers shown

Title
Semi-Supervised Domain Adaptation by Similarity based Pseudo-label Injection Abhay Rawat Isha Dua Saurav Gupta Rahul Tallamraju 46 1 0 05 Sep 2022
ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data Mohamed Ragab Emadeldeen Eldele Wee Ling Tan Chuan-Sheng Foo Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li TTA OOD AI4TS 42 69 0 15 Mar 2022
Category Contrast for Unsupervised Domain Adaptation in Visual Tasks Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu Ling Shao CML 93 128 0 05 Jun 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 421 21,347 0 25 Mar 2021
Time Series Domain Adaptation via Sparse Associative Structure Alignment Ruichu Cai Jiawei Chen Zijian Li Wei Chen Keli Zhang Junjian Ye Zhuozhang Li Xiaoyan Yang Zhenjie Zhang CML TTA OOD AI4TS 55 91 0 22 Dec 2020
Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation Shuang Li Binhui Xie Jiashu Wu Ying Zhao Chi Harold Liu Zhengming Ding 53 50 0 04 Aug 2020
Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data Garrett Wilson J. Doppa D. Cook TTA AI4TS AI4CE 50 146 0 22 May 2020
Discriminative Joint Probability Maximum Mean Discrepancy (DJP-MMD) for Domain Adaptation Wen Zhang Dongrui Wu 29 99 0 01 Dec 2019
1D Convolutional Neural Networks and Applications: A Survey S. Kiranyaz Onur Avcı Osama Abdeljaber T. Ince Moncef Gabbouj D. Inman 3DV 68 1,913 0 09 May 2019
Active Adversarial Domain Adaptation Jong-Chyi Su Yi-Hsuan Tsai Kihyuk Sohn Buyu Liu Subhransu Maji Manmohan Chandraker 57 138 0 16 Apr 2019
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 257 4,655 0 17 Feb 2017
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 366 9,467 0 28 May 2015