Masanari Kimura Jinguji
Research Fellow in Statistical Data Science
School of Mathematics and Statistics
16 Scholarly works
0 Projects
HIGHLIGHTS
2025
Journal article
Edgeworth expansion for semi-hard triplet loss
DOI: 10.1016/j.spl.2025.1104412025
Journal article
Lipase-Palladium Co-Catalyzed Dynamic Kinetic Resolution of Racemic Allylic Esters
DOI: 10.1002/chem.2024044062025
Journal article
Geometric insights into focal loss: Reducing curvature for enhanced model calibration
DOI: 10.1016/j.patrec.2025.01.0312023
Conference Proceedings
SHIFT15M: Fashion-specific dataset for set-to-set matching with several distribution shifts
DOI: 10.1109/CVPRW59228.2023.003552023
Conference Proceedings
Generalization Bounds for Set-to-Set Matching with Negative Sampling
DOI: 10.1007/978-981-99-1639-9_392023
Journal article
On the Decomposition of Covariate Shift Assumption for the Set-to-Set Matching
DOI: 10.1109/ACCESS.2023.33240442022
Journal article
Information Geometrically Generalized Covariate Shift Adaptation
DOI: 10.1162/neco_a_01526
RECENT SCHOLARLY WORKS
2021
Conference Proceedings
Density-Fixing: Simple yet Effective Regularization Method based on the Class Priors
DOI: 10.1109/IJCNN52387.2021.95333212021
Conference Proceedings
Why Mixup Improves the Model Performance
DOI: 10.1007/978-3-030-86340-1_222021
Conference Proceedings
Understanding Test-Time Augmentation
DOI: 10.1007/978-3-030-92185-9_46