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What makes good representation from sensor data?
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Classroom Contents
Learning Compact Representation with Less Labeled Data from Sensors
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- 1 Intro
- 2 Human activity and/or behaviour recognition
- 3 Representation learning requires LOTS of labelled d
- 4 Typical pipeline for behaviour recognition
- 5 Challenges with Sensor Data
- 6 What makes good representation from sensor data?
- 7 Various types of changes
- 8 The Main Idea of Contrastive Learning
- 9 Change Point Detection
- 10 Evaluation Datasets
- 11 Detecting COVID-19 cough sounds with
- 12 Scalogram Contrastive Network
- 13 Experiment Results
