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  1. TS-TCC TS-TCC Public

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

    Python 375 100

  2. AttnSleep AttnSleep Public

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

    Python 202 62

  3. TSLANet TSLANet Public

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

    Python 134 21

  4. CA-TCC CA-TCC Public

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

    Python 125 33

  5. AdaTime AdaTime Public

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

    Python 186 21

  6. eval_ssl_ssc eval_ssl_ssc Public

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

    Python 36 6