Pinned

1. TS-TCC TS-TCC Public

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

   Python 312 95

2. AttnSleep AttnSleep Public

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

   Python 160 55

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 31 2

4. CA-TCC CA-TCC Public

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

   Python 97 28

5. AdaTime AdaTime Public

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

   Python 151 18

6. CoTMix CoTMix Public

   [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup

   Python 20 4