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02/20/2023
Toward Asymptotic Optimality: Sequential Unsupervised Regression of Density Ratio for Early Classification
Theoretically-inspired sequential density ratio estimation (SDRE) algori...
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12/15/2022
Edema Estimation From Facial Images Taken Before and After Dialysis via Contrastive Multi-Patient Pre-Training
Edema is a common symptom of kidney disease, and quantitative measuremen...
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12/14/2022
Blood Oxygen Saturation Estimation from Facial Video via DC and AC components of Spatio-temporal Map
Peripheral blood oxygen saturation (SpO2), an indicator of oxygen levels...
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04/25/2022
Joint Feature Distribution Alignment Learning for NIR-VIS and VIS-VIS Face Recognition
Face recognition for visible light (VIS) images achieve high accuracy th...
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06/10/2020
Deep Neural Networks for the Sequential Probability Ratio Test on Non-i.i.d. Data Series
Classifying sequential data as early as and as accurately as possible is...
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02/28/2020
An Efficient Method of Training Small Models for Regression Problems with Knowledge Distillation
Compressing deep neural network (DNN) models becomes a very important an...
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07/29/2019