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03/24/2023
A Self-supervised Framework for Improved Data-Driven Monitoring of Stress via Multi-modal Passive Sensing
Recent advances in remote health monitoring systems have significantly b...
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11/20/2022
Heterogenous Ensemble of Models for Molecular Property Prediction
Previous works have demonstrated the importance of considering different...
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05/19/2022
Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition
Analyzing and inspecting bone marrow cell cytomorphology is a critical b...
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08/27/2021
Contrastive Mixup: Self- and Semi-Supervised learning for Tabular Domain
Recent literature in self-supervised has demonstrated significant progre...
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08/19/2021
A Framework for Neural Topic Modeling of Text Corpora
Topic Modeling refers to the problem of discovering the main topics that...
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05/12/2021
Unsupervised Acute Intracranial Hemorrhage Segmentation with Mixture Models
Intracranial hemorrhage occurs when blood vessels rupture or leak within...
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04/22/2021
COVID-19 and Big Data: Multi-faceted Analysis for Spatio-temporal Understanding of the Pandemic with Social Media Conversations
COVID-19 has been devastating the world since the end of 2019 and has co...
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08/09/2020
Anxiety Detection Leveraging Mobile Passive Sensing
Anxiety disorders are the most common class of psychiatric problems affe...
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08/08/2020
Statistical Analytics and Regional Representation Learning for COVID-19 Pandemic Understanding
The rapid spread of the novel coronavirus (COVID-19) has severely impact...
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06/09/2020
A Flexible and Intelligent Framework for Remote Health Monitoring Dashboards
Developing and maintaining monitoring panels is undoubtedly the main tas...
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12/20/2019
Group-Connected Multilayer Perceptron Networks
Despite the success of deep learning in domains such as image, voice, an...
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08/11/2019
TAPER: Time-Aware Patient EHR Representation
Effective representation learning of electronic health records is a chal...
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04/19/2018