Resources

Datasets & Codes by EMIL

ADARP: A Multi Modal Dataset for Stress and Alcohol Relapse Quantification in Real Life Setting

ADARP dataset collected in real-life settings from individuals suffering from alcohol use disorder. This dataset constains qualitative (surveys) and quantitative (sensor values) for stress detection and monitoring.
paper Code Dataset

Stressalyzer: Convolutional Neural Network Framework for Personalizaed Stress Classification

The code for Stressalyzer framework for stress classification and personalization (EMBC'22)
paper Code

Stable SGD algorithm for continual learning

The code for Understanding the Role of Training Regimes in Continual Learning (NeurIPS'20)
paper Code

Adar: Adversarial Activity Recognition in Wearables

The code for Adar : Adversarial Activity Recognition in Wearables
paper Code

Mindful Active Learning

The software for Entropy-Memory Maximization Algorithm (EMMA)
paper Code

Teacher Assistant Knowledge Distillation

The code for Teacher Assistant Knowledge Distillation
paper Code

Share-n-Learn: Synchronous Sensor Context Learning

The software code for Share-n-Learn: Synchronous Sensor Context Learning
paper Code

LabelForest: Non-Parametric Semi-Supervised Learning

The code and sample data for the LabelForest: Non-Parametric Semi-Supervised Learning
paper Code Dataset

CyclePro:
Platform-Independent Gait Cycle Detection

The code and dataset for CyclePro: Platform-Independent Gait Cycle Detection
paper Code Dataset

Plug-n-Learn Dynamic:
Synchronous Dynamic View Learning

The code and dataset for Plug-n-Learn
paper Code Dataset