Hitoshi Imaoka
3 papers · 2021–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Research topics
Keywords
density ratio estimation
(2)
early classification
(2)
sequential probability ratio test
(2)
gaussian process regression
(1)
classification accuracy
(1)
synthetic data
(1)
log-likelihood ratio
(1)
backward induction
(1)
facial representation learning
(1)
neural network
(1)
transfer learning
(1)
optimal stopping
(1)
self-supervised learning
(1)
feature representation
(1)
Papers
ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces
WACV 2025
Learning the Optimal Stopping for Early Classification within Finite Horizons via Sequential Probability Ratio Test
ICLR 2025
Sequential Density Ratio Estimation for Simultaneous Optimization of Speed and Accuracy
ICLR 2021