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2004.08780
Cited By
Time Series Data Augmentation for Neural Networks by Time Warping with a Discriminative Teacher
International Conference on Pattern Recognition (ICPR), 2020
19 April 2020
Brian Kenji Iwana
S. Uchida
AI4TS
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Papers citing
"Time Series Data Augmentation for Neural Networks by Time Warping with a Discriminative Teacher"
17 / 17 papers shown
Learning Time-Scale Invariant Population-Level Neural Representations
Eshani Patel
Yisong Yue
Geeling Chau
AI4TS
131
0
0
17 Nov 2025
DS-Diffusion: Data Style-Guided Diffusion Model for Time-Series Generation
Mingchun Sun
Rongqiang Zhao
Hengrui Hu
Songyu Ding
Jie Liu
DiffM
267
0
0
23 Sep 2025
Invariant Features for Global Crop Type Classification
Xin-Yi Tong
Sherrie Wang
188
0
0
03 Sep 2025
Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments
Expert systems with applications (ESWA), 2025
Anushiya Arunan
Yan Qin
Xiaoli Li
Yuen Chau
AI4TS
476
4
0
03 May 2025
ST-FiT: Inductive Spatial-Temporal Forecasting with Limited Training Data
AAAI Conference on Artificial Intelligence (AAAI), 2024
Zhenyu Lei
Yushun Dong
Jundong Li
Chen Chen
AI4TS
389
5
0
14 Dec 2024
Data Augmentation for Multivariate Time Series Classification: An Experimental Study
Romain Ilbert
Thai V. Hoang
Zonghua Zhang
240
5
0
10 Jun 2024
Data Augmentation for Time-Series Classification: An Extensive Empirical Study and Comprehensive Survey
Zijun Gao
Lingbo Li
AI4TS
565
31
0
16 Oct 2023
Hybrid data driven/thermal simulation model for comfort assessment
Linköping Electronic Conference Proceedings (ECP), 2023
Romain Barbedienne
Sara Yasmine Ouerk
Mouadh Yagoubi
Hassan Bouia
Aurelie Kaemmerlen
Benoît Charrier
AI4CE
162
1
0
04 Sep 2023
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey
ACM Computing Surveys (ACM Comput. Surv.), 2023
Navid Mohammadi Foumani
Lynn Miller
Chang Wei Tan
G. I. Webb
Germain Forestier
Mahsa Salehi
BDL
AI4TS
431
244
0
06 Feb 2023
On Mini-Batch Training with Varying Length Time Series
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Brian Kenji Iwana
AI4TS
185
4
0
13 Dec 2022
Assessing unconstrained surgical cuttings in VR using CNNs
Ilias Chrysovergis
Manos N. Kamarianakis
Mike Kentros
Dimitris Angelís
Antonis I Protopsaltis
George Papagiannakis
136
1
0
02 May 2022
Data Augmentation for Electrocardiograms
ACM Conference on Health, Inference, and Learning (ACM CHIL), 2022
Aniruddh Raghu
Divya Shanmugam
E. Pomerantsev
John Guttag
Collin M. Stultz
254
32
0
09 Apr 2022
Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion
International Conference on Machine Learning (ICML), 2022
Ling Yang
linda Qiao
AI4TS
445
171
0
08 Feb 2022
Fighting Money Laundering with Statistics and Machine Learning
IEEE Access (IEEE Access), 2022
R. Jensen
Alexandros Iosifidis
425
32
0
11 Jan 2022
DTW-Merge: A Novel Data Augmentation Technique for Time Series Classification
Mohammad Akyash
Hoda Mohammadzade
H. Behroozi
AI4TS
326
10
0
01 Mar 2021
Self-Supervised Time Series Representation Learning by Inter-Intra Relational Reasoning
Haoyi Fan
Fengbin Zhang
Yue Gao
AI4TS
238
20
0
27 Nov 2020
An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks
PLoS ONE (PLOS ONE), 2020
Brian Kenji Iwana
S. Uchida
AI4TS
575
628
0
31 Jul 2020
1
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