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Hideaki Hayashi
Associate Professor
D3 Center
Osaka University
Contact
email: hayashi@ids.
webpage:
https://sites.google.com/view/hideakihayashi/home
Please add
osaka-u.ac.jp
to complete email address
Interests
Machine Learning
Pattern Recognition
Computer Vision
Biosignal Analysis
Latest
A Hybrid of Generative and Discriminative Models Based on the Gaussian-coupled Softmax Layer
Applicability of Facial Video-Based Alertness Estimation Model in Real Online and In-Person Classrooms
Discriminative Analysis of Autistic Tendencies at 18 Months of Age Using Eye Gaze Characteristics in 4-, 10-, and 18-month-old Infants
Gaussian-Based Instance-Adaptive Intensity Modeling for Point-Supervised Facial Expression Spotting
Impact of Experimental Design in Age Prediction from Retinal Fundus Images
Multi-Task Learning of Classification and Generation for Set-Structured Data
Non-Negative Tensor Factorization of Infant Spontaneous Movements: A Pilot Study for ASD Risk Evaluation of Newborn Infants
CALICO: Confident Active Learning with Integrated Calibration
Deep Bayesian Active Learning-to-Rank with Relative Annotation for Estimation of Ulcerative Colitis Severity
Is Internal State Feedback in an E-learning Environment Acceptable to People?
MIDAS: Mixing Ambiguous Data With Soft Labels for Dynamic Facial Expression Recognition
Multi-Scale Spatio-Temporal Graph Convolutional Network for Facial Expression Spotting
Pseudo-Label Learning with Calibrated Confidence Using an Energy-Based Model
Analyzing Font Style Usage and Contextual Factors in Real Images
Deep Bayesian Active Learning to Rank for Endoscopic Image Data
Human--Machine Interfaces Based on Bioelectric Signals: A Narrative Review with a Novel System Proposal
Society 5.0 Projects
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