imics-lab Goto Github PK

biodiffusion

biodiffusion_dev

BioDiffusion paper source code and docs using a template repo

biosgan

biosignal_analysis_tutorials

This repository hosts various examples of human biosignal analysis.

cl_clean

contrastive-classification-keras

Implementation of self-supervised image-level contrastive pretraining methods using Keras.

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

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

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

imics-lab.github.io

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

impact_of_label_noise_type

indiv-cnn-ankle-hip-wrist

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

load_data_time_series

Generate numpy arrays for classification tasks from public datasets

m2m-times-series-classification

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

model_evaluation_for_har

Source files for Model Evaluation Approaches to Human Activity Recognition from Time-Series Data to be presented at AIME2021

multi-output-psg

Predicting Cardiac and Respiratory Events in the PSG-Audio Dataset

nnclr_feature_learning

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".

research-project-template

A template repository for research projects

semi-supervised-har-e4-wristband

Source code for WISHWell 2022 Paper

smoothconditionaldiffusion

temporal-attention

temporalcontext-bayesdl

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

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.

time-embed

Time series embeddings

time-series-augmentation

time-series-label-assist

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

timeseriesnnclr

timeseriesscl

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