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@imics-lab

Intelligent Multimodal Computing and Sensing Laboratory (IMICS Lab) - Texas State University

This is the public GitHub page of the Intelligent Multimodal Computing and Sensing Laboratory (IMICS Lab)

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  1. tts-gan tts-gan Public

    TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network

    Jupyter Notebook 253 57

  2. tts-cgan tts-cgan Public

    TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation

    Jupyter Notebook 73 13

  3. biodiffusion biodiffusion Public

    Python 19 2

  4. recurrence-with-self-attention recurrence-with-self-attention Public

    The repository contains source code and data from the paper titled "Recurrence and Self-Attention vs the Transformer for Time-Series Classification: A Comparative Study".

    Python 16 2

  5. eeg-transfer-learning eeg-transfer-learning Public

    Source code for self-supervised EEG data transfer learning

    Jupyter Notebook 14 2

  6. load_data_time_series load_data_time_series Public

    Generate numpy arrays for classification tasks from public datasets

    Jupyter Notebook 9 2

Repositories

Showing 10 of 34 repositories
  • time-series-embedding Public

    Temporary repository for the time series embedding project

    imics-lab/time-series-embedding’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Dec 19, 2024
  • imics-lab.github.io Public

    Intelligent Multimodal Computing and Sensing (IMICS) Laboratory @ Computer Science – Texas State University

    imics-lab/imics-lab.github.io’s past year of commit activity
    SCSS 0 0 0 0 Updated Dec 3, 2024
  • m2m-times-series-classification Public

    Source code for PETRA 2024 paper: "Many-to-Many Prediction for Effective Modeling of Frequent Label Transitions in Time Series"

    imics-lab/m2m-times-series-classification’s past year of commit activity
    Python 0 0 0 0 Updated Oct 29, 2024
  • time-series-augmentation Public
    imics-lab/time-series-augmentation’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Oct 26, 2024
  • TemporalContext-BayesDL Public

    Enhancing Time-Series Prediction with Temporal Context Modeling: A Bayesian and Deep Learning Synergy

    imics-lab/TemporalContext-BayesDL’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Jun 9, 2024
  • biodiffusion Public
    imics-lab/biodiffusion’s past year of commit activity
    Python 19 MIT 2 1 0 Updated May 31, 2024
  • TimeSeriesNNCLR Public
    imics-lab/TimeSeriesNNCLR’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated May 21, 2024
  • time-series-label-assist Public

    A Python-based labeling tool that uses self-supervised learning and visualizations to assist humans in labeling time series data

    imics-lab/time-series-label-assist’s past year of commit activity
    Jupyter Notebook 2 CC0-1.0 1 0 0 Updated May 11, 2024
  • fusion-of-learned-representations Public

    Code repository for paper: Fusion of Learned Representations for Multimodal Sensor Data Classification

    imics-lab/fusion-of-learned-representations’s past year of commit activity
    Jupyter Notebook 3 CC0-1.0 0 0 0 Updated May 8, 2024
  • tts-gan Public

    TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network

    imics-lab/tts-gan’s past year of commit activity
    Jupyter Notebook 253 Apache-2.0 57 7 0 Updated Mar 10, 2024
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