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07/31/2023
Latent Masking for Multimodal Self-supervised Learning in Health Timeseries
Limited availability of labeled data for machine learning on biomedical ...
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05/01/2023
Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study
In the context of mobile sensing environments, various sensors on mobile...
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07/31/2022
COCOA: Cross Modality Contrastive Learning for Sensor Data
Self-Supervised Learning (SSL) is a new paradigm for learning discrimina...
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07/07/2022
Investigating the Effects of Mood Usage Behaviour on Notification Response Time
Notifications are one of the most prevailing mechanisms on smartphones a...
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06/06/2022
Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data
Recently, Self-Supervised Representation Learning (SSRL) has attracted m...
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06/08/2021
Towards Social Role-Based Interruptibility Management
Managing individuals' attention and interruptibility is still a challeng...
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11/28/2020
Time-series Change Point Detection with Self-Supervised Contrastive Predictive Coding
Change Point Detection techniques aim to capture changes in trends and s...
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07/24/2020