Shinnosuke Matsuo
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
spatial transcriptomics
(2)
weakly supervised learning
(1)
data augmentation
(1)
weak supervision
(1)
gene expression
(1)
bilevel optimization
(1)
instance classification
(1)
bag-level classification
(1)
single-cell rna sequencing
(1)
pathology image
(1)
label-efficient learning
(1)
annotation efficiency
(1)
auxiliary task learning
(1)
label proportion
(1)
supervision level optimization
(1)
differentiable top-k selection
(1)
gene expression estimation
(1)
active learning
(1)
cell-type prototype
(1)
Papers
Auxiliary Gene Learning: Spatial Gene Expression Estimation by Auxiliary Gene Selection
AAAI 2026
Cell-Type Prototype-Informed Neural Network for Gene Expression Estimation from Pathology Images
CVPR 2026
Instance-wise Supervision-level Optimization in Active Learning
CVPR 2025
Learning from Partial Label Proportions for Whole Slide Image Segmentation
MICCAI 2024
MixBag: Bag-Level Data Augmentation for Learning from Label Proportions
ICCV 2023