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1. TS-TCC TS-TCC Public

   [IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

   Python 415 104

2. AttnSleep AttnSleep Public

   [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

   Python 229 65

3. TSLANet TSLANet Public

   [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation model for different time series tasks

   Python 179 25

4. CA-TCC CA-TCC Public

   [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification

   Python 140 35

5. AdaTime AdaTime Public

   [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data

   Python 203 23

6. eval_ssl_ssc eval_ssl_ssc Public

   [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation

   Python 40 7