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Self-supervised Contrastive Representation Learning for Semi-supervised
  Time-Series Classification

Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification

13 August 2022
Emadeldeen Eldele
Mohamed Ragab
Zhenghua Chen
Min-man Wu
C. Kwoh
Xiaoli Li
Cuntai Guan
    SSL
    AI4TS
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Papers citing "Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification"

4 / 4 papers shown
Title
Structure-preserving contrastive learning for spatial time series
Structure-preserving contrastive learning for spatial time series
Yiru Jiao
S. Cranenburgh
Simeon C. Calvert
H. Lint
AI4TS
92
0
0
10 Feb 2025
S4: Self-Supervised Sensing Across the Spectrum
S4: Self-Supervised Sensing Across the Spectrum
Jay Shenoy
Xinjian Davis Zhang
Shlok Mehrotra
Bill Tao
Rem Yang
Han Zhao
Deepak Vasisht
AI4TS
27
2
0
02 May 2024
Label-efficient Time Series Representation Learning: A Review
Label-efficient Time Series Representation Learning: A Review
Emadeldeen Eldele
Mohamed Ragab
Zhenghua Chen
Min-man Wu
C. Kwoh
Xiaoli Li
AI4TS
32
13
0
13 Feb 2023
Contrastive Domain Adaptation for Time-Series via Temporal Mixup
Contrastive Domain Adaptation for Time-Series via Temporal Mixup
Emadeldeen Eldele
Mohamed Ragab
Zhenghua Chen
Min-man Wu
C. Kwoh
Xiaoli Li
AI4TS
27
29
0
03 Dec 2022
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