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

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    39 repositories

    • asl-sign-recognizer

      Public
      Web App for ASL recognition
      JavaScript
      •
      Apache License 2.0
      •0•0•0•0•Updated Jun 4, 2025Jun 4, 2025

    • sign_language_extractor

      Public
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Jun 4, 2025Jun 4, 2025

    • geometric-knowledge-distillation

      Public
      Code repository for paper: Geometric Knowledge Distillation via Procrustes Analysis for Efficient Motion Sequence Classification
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated May 23, 2025May 23, 2025

    • time-series-embedding

      Public
      The repository contains source code and data from the paper titled "Time Series Embedding Methods for Classification Tasks: A Review"
      Jupyter Notebook
      •
      MIT License
      •2•4•0•0•Updated May 1, 2025May 1, 2025

    • imics-lab.github.io

      Public
      Intelligent Multimodal Computing and Sensing (IMICS) Laboratory @ Computer Science – Texas State University
      SCSS
      •0•0•0•0•Updated May 1, 2025May 1, 2025

    • t-nnclr

      Public
      Time Series Nearest-Neighbor Contrastive Learning of Representations (NNCLR)
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Apr 15, 2025Apr 15, 2025

    • positional-encoding-benchmark

      Public
      This repository offers a comprehensive overview and quantitative benchmarking of positional encoding methods in transformer-based time series models.
      time-seriestransformerpositional-encoding
      Jupyter Notebook
      •
      MIT License
      •4•19•0•0•Updated Feb 25, 2025Feb 25, 2025

    • 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"
      Python
      •0•1•0•0•Updated Oct 29, 2024Oct 29, 2024

    • time-series-augmentation

      Public
      Python
      •
      MIT License
      •0•2•1•0•Updated Oct 26, 2024Oct 26, 2024

    • TemporalContext-BayesDL

      Public
      Enhancing Time-Series Prediction with Temporal Context Modeling: A Bayesian and Deep Learning Synergy
      Jupyter Notebook
      •
      MIT License
      •0•6•0•0•Updated Jun 9, 2024Jun 9, 2024

    • biodiffusion

      Public
      Python
      •
      MIT License
      •4•24•1•0•Updated May 31, 2024May 31, 2024

    • TimeSeriesNNCLR

      Public
      Jupyter Notebook
      •0•1•0•0•Updated May 21, 2024May 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
      Jupyter Notebook
      •
      Creative Commons Zero v1.0 Universal
      •1•4•0•0•Updated May 11, 2024May 11, 2024

    • fusion-of-learned-representations

      Public
      Code repository for paper: Fusion of Learned Representations for Multimodal Sensor Data Classification
      Jupyter Notebook
      •
      Creative Commons Zero v1.0 Universal
      •0•3•0•0•Updated May 8, 2024May 8, 2024

    • tts-gan

      Public
      TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network
      Jupyter Notebook
      •
      Apache License 2.0
      •59•272•7•0•Updated Mar 10, 2024Mar 10, 2024

    • biosignal_analysis_tutorials

      Public
      This repository hosts various examples of human biosignal analysis.
      Jupyter Notebook
      •
      Creative Commons Zero v1.0 Universal
      •1•4•0•0•Updated Oct 17, 2023Oct 17, 2023

    • load_data_time_series

      Public
      Generate numpy arrays for classification tasks from public datasets
      Jupyter Notebook
      •2•9•1•0•Updated May 23, 2023May 23, 2023

    • BioDiffusion_dev

      Public
      BioDiffusion paper source code and docs using a template repo
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated May 15, 2023May 15, 2023

    • temporal-attention

      Public
      Python
      •
      MIT License
      •0•1•0•0•Updated Apr 20, 2023Apr 20, 2023

    • CL_Clean

      Public
      Jupyter Notebook
      •0•1•0•0•Updated Apr 14, 2023Apr 14, 2023

    • BioSGAN

      Public
      Jupyter Notebook
      •
      MIT License
      •0•2•0•0•Updated Apr 13, 2023Apr 13, 2023

    • multi-output-psg

      Public
      Predicting Cardiac and Respiratory Events in the PSG-Audio Dataset
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•3•0•0•Updated Mar 28, 2023Mar 28, 2023

    • SmoothConditionalDiffusion

      Public
      Python
      •
      GNU General Public License v3.0
      •0•1•0•0•Updated Mar 14, 2023Mar 14, 2023

    • research-project-template

      Public template
      A template repository for research projects
      Python
      •
      MIT License
      •0•0•0•0•Updated Feb 23, 2023Feb 23, 2023

    • identifying_label_noise

      Public
      Python
      •
      Other
      •1•4•0•5•Updated Feb 2, 2023Feb 2, 2023

    • covid19-hospital-and-icu-length-of-stay

      Public
      Repository for paper "Predicting ICU and Hospital Length of Stay for COVID-19 Patients"
      Jupyter Notebook
      •
      Creative Commons Zero v1.0 Universal
      •0•1•0•0•Updated Feb 2, 2023Feb 2, 2023

    • text-analysis

      Public
      This repository maintains the code and experiments of the paper titled "Understanding Social Anxiety: Detecting Stress Factors through Text Analysis", as well as other text analysis tools.
      Python
      •
      Apache License 2.0
      •0•1•0•0•Updated Nov 29, 2022Nov 29, 2022

    • impact_of_label_noise_type

      Public
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Nov 3, 2022Nov 3, 2022

    • tts-cgan

      Public
      TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation
      Jupyter Notebook
      •
      Apache License 2.0
      •17•80•5•0•Updated Oct 9, 2022Oct 9, 2022

    • NNCLR_feature_learning

      Public
      Python
      •0•1•0•0•Updated Aug 11, 2022Aug 11, 2022