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

biodiffusion

biosignal_analysis_tutorials

This repository hosts various examples of human biosignal analysis.

eeg-transfer-learning

Source code for self-supervised EEG data transfer learning

fusion-of-learned-representations

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

identifying_label_noise

load_data_time_series

Generate numpy arrays for classification tasks from public datasets

multi-output-psg

Predicting Cardiac and Respiratory Events in the PSG-Audio Dataset

recurrence-with-self-attention

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".

tts-cgan

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

tts-gan

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

imics-lab/tts-gan

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

imics-lab/tts-cgan

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

imics-lab/biodiffusion

imics-lab/recurrence-with-self-attention

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".

imics-lab/load_data_time_series

Generate numpy arrays for classification tasks from public datasets

imics-lab/biosignal_analysis_tutorials

This repository hosts various examples of human biosignal analysis.

imics-lab/identifying_label_noise

imics-lab/fusion-of-learned-representations

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

imics-lab/multi-output-psg

Predicting Cardiac and Respiratory Events in the PSG-Audio Dataset

imics-lab/time-series-label-assist

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

imics-lab/TSAR

imics-lab/BioDiffusion_dev

BioDiffusion paper source code and docs using a template repo

imics-lab/BioSGAN

imics-lab/CL_Clean

imics-lab/covid19-hospital-and-icu-length-of-stay

Repository for paper "Predicting ICU and Hospital Length of Stay for COVID-19 Patients"

imics-lab/NNCLR_feature_learning

imics-lab/SmoothConditionalDiffusion

imics-lab/TimeSeriesNNCLR

imics-lab/text-analysis

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.

imics-lab/time-series-embedding

Temporary repository for the time series embedding project

imics-lab/imics-lab.github.io

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

imics-lab/impact_of_label_noise_type

imics-lab/Indiv-CNN-Ankle-Hip-Wrist

Source code for Individual Convolution of Ankle, Hip, and Wrist Data for Activities-of-Daily Living Classification

imics-lab/m2m-times-series-classification

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

imics-lab/research-project-template

A template repository for research projects

imics-lab/Semi-Supervised-HAR-e4-Wristband

Source code for WISHWell 2022 Paper

imics-lab/temporal-attention

imics-lab/TemporalContext-BayesDL

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

imics-lab/time-series-augmentation

imics-lab/TimeSeriesSCL

This is a fork of the CL-HAR repo for implementing Self-supervised Contrastive Learning on time series sensor data