Resources

Datasets & Codes by EPSL

Stable SGD algorithm for continual learning

August 2020
The code for Understanding the Role of Training Regimes in Continual Learning (NeurIPS'20)
paper Code

Adar: Adversarial Activity Recognition in Wearables

November 2019
The code for Adar : Adversarial Activity Recognition in Wearables
paper Code

Mindful Active Learning

June 2019
The software for Entropy-Memory Maximization Algorithm (EMMA)
paper Code

Teacher Assistant Knowledge Distillation

February 2019
The code for Teacher Assistant Knowledge Distillation
paper Code

Share-n-Learn: Synchronous Sensor Context Learning

November 2018
The software code for Share-n-Learn: Synchronous Sensor Context Learning
paper Code

LabelForest: Non-Parametric Semi-Supervised Learning

August 2018
The code and sample data for the LabelForest: Non-Parametric Semi-Supervised Learning
paper Code Dataset

CyclePro:
Platform-Independent Gait Cycle Detection

July 2018
The code and dataset for CyclePro: Platform-Independent Gait Cycle Detection
paper Code Dataset

Plug-n-Learn Dynamic:
Synchronous Dynamic View Learning

June 2017
The code and dataset for Plug-n-Learn
paper Code Dataset