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

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    47 repositories

    • neural-video-codec

      Public
      Neural Network-based Video Compression and Decompression
      Python
      •0•0•0•0•Updated Jun 19, 2026Jun 19, 2026

    • faunascope-edge

      Public
      The edge device infrastructure of the FaunaScope project
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Jun 17, 2026Jun 17, 2026

    • EnsAug

      Public
      EnsAug: Augmentation-Driven Ensembles for Human Motion Sequence Analysis
      Python
      •
      MIT License
      •0•0•0•0•Updated Jun 15, 2026Jun 15, 2026

    • 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
      time-seriestransformerpositional-encoding
      Jupyter Notebook
      •
      MIT License
      •6•25•0•0•Updated Jun 11, 2026Jun 11, 2026

    • tlas-gloss2text

      Public
      Temporal-Linguistic Adaptive Streaming for Continuous Sign Language Translation
      Python
      •
      Apache License 2.0
      •0•1•0•0•Updated May 10, 2026May 10, 2026

    • KineticAugment

      Public
      KineticAugment: A Geometry-Aware Augmentation Framework for Human Motion
      Python
      •
      MIT License
      •1•1•0•0•Updated May 8, 2026May 8, 2026

    • DyWPE

      Public
      Dynamic Wavelet Positional Encoding (DyWPE) for Time Series Data
      Jupyter Notebook
      •
      MIT License
      •0•11•0•0•Updated Apr 23, 2026Apr 23, 2026

    • waveformer

      Public
      WaveFormer: Wavelet Embedding Transformer for Biomedical Signals
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Mar 21, 2026Mar 21, 2026

    • 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 Mar 11, 2026Mar 11, 2026

    • t-nnclr

      Public
      Time Series Nearest-Neighbor Contrastive Learning of Representations (NNCLR)
      Jupyter Notebook
      •
      MIT License
      •1•3•0•0•Updated Feb 26, 2026Feb 26, 2026

    • 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
      •0•4•0•0•Updated Feb 24, 2026Feb 24, 2026

    • asl-sign-recognizer

      Public
      Web App for ASL recognition
      JavaScript
      •
      Apache License 2.0
      •0•1•0•0•Updated Nov 3, 2025Nov 3, 2025

    • bidirectional-gloss-translation

      Public
      Finetuning Pre-trained Language Models for Bidirectional Sign Language Gloss to Text Translation
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Oct 17, 2025Oct 17, 2025

    • load_data_time_series

      Public
      Generate numpy arrays for classification tasks from public datasets
      Jupyter Notebook
      •2•9•1•0•Updated Oct 10, 2025Oct 10, 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
      •6•20•0•0•Updated Oct 8, 2025Oct 8, 2025

    • sign_language_extractor

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

    • 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
      Time Series Augmentation: In-depth analysis with Biomedical Data
      Python
      •
      MIT License
      •1•4•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•7•0•0•Updated Jun 9, 2024Jun 9, 2024

    • biodiffusion

      Public
      BioDiffusion: A Versatile Diffusion Model for Biomedical Signal Synthesis
      Python
      •
      MIT License
      •4•32•1•0•Updated May 31, 2024May 31, 2024

    • TimeSeriesNNCLR

      Public
      Jupyter Notebook
      •0•0•0•0•Updated May 21, 2024May 21, 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•4•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
      •60•288•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•3•0•0•Updated Oct 17, 2023Oct 17, 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•4•0•0•Updated Mar 28, 2023Mar 28, 2023
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