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PiRL: Participant-Invariant Representation Learning for Healthcare Using Maximum Mean Discrepancy and Triplet Loss


Feb 17, 2023
Zhaoyang Cao, Han Yu, Huiyuan Yang, Akane Sano

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* arXiv admin note: substantial text overlap with arXiv:2211.12422 

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PiRL: Participant-Invariant Representation Learning for Healthcare


Nov 21, 2022
Zhaoyang Cao, Han Yu, Huiyuan Yang, Akane Sano

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LEAVES: Learning Views for Time-Series Data in Contrastive Learning


Oct 13, 2022
Han Yu, Huiyuan Yang, Akane Sano

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Empirical Evaluation of Data Augmentations for Biobehavioral Time Series Data with Deep Learning


Oct 13, 2022
Huiyuan Yang, Han Yu, Akane Sano

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* 8 pages, 5 figures, 2 tables, 3 pages appendix 

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Bias Reducing Multitask Learning on Mental Health Prediction


Aug 07, 2022
Khadija Zanna, Kusha Sridhar, Han Yu, Akane Sano

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* 8 pages, 7n figures, to be published at 10TH INTERNATIONAL CONFERENCE ON AFFECTIVE COMPUTING & INTELLIGENT INTERACTION (ACII 2022) 

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Exploiting Social Graph Networks for Emotion Prediction


Jul 12, 2022
Maryam Khalid, Akane Sano

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Psychotic Relapse Prediction in Schizophrenia Patients using A Mobile Sensing-based Supervised Deep Learning Model


May 24, 2022
Bishal Lamichhane, Joanne Zhou, Akane Sano

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Semi-Supervised Learning and Data Augmentation in Wearable-based Momentary Stress Detection in the Wild


Feb 22, 2022
Han Yu, Akane Sano

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More to Less (M2L): Enhanced Health Recognition in the Wild with Reduced Modality of Wearable Sensors


Feb 16, 2022
Huiyuan Yang, Han Yu, Kusha Sridhar, Thomas Vaessen, Inez Myin-Germeys, Akane Sano

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* 4 pages, two figures and three tables 

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Modality Fusion Network and Personalized Attention in Momentary Stress Detection in the Wild


Jul 21, 2021
Han Yu, Thomas Vaessen, Inez Myin-Germeys, Akane Sano

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