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04/14/2023
Explaining, Analyzing, and Probing Representations of Self-Supervised Learning Models for Sensor-based Human Activity Recognition
In recent years, self-supervised learning (SSL) frameworks have been ext...
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03/19/2023
Unsupervised Interpretable Basis Extraction for Concept-Based Visual Explanations
An important line of research attempts to explain CNN image classifier p...
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10/07/2022
Temporal Feature Alignment in Contrastive Self-Supervised Learning for Human Activity Recognition
Automated Human Activity Recognition has long been a problem of great in...
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05/20/2022
Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition
Human Activity Recognition is a field of research where input data can t...
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10/15/2019