Shinnosuke Matsuo
Scholar

Shinnosuke Matsuo

Google Scholar ID: jm_gGg8AAAAJ
Kyushu University
Machine LearningPattern RecognitionLabel-efficient LearningBioinformatics
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Citations & Impact
All-time
Citations
58
 
H-index
5
 
i10-index
2
 
Publications
19
 
Co-authors
0
 
Contact
GitHubOpen ↗
Publications
12 items
Weakly Supervised Instance-Level Gleason Pattern Estimation Using Primary and Secondary Labels
2026
Cited
0
Active Reference Acquisition in Few-Shot Font Generation
2026
Cited
0
Leveraging Vision-Language Models as Weak Annotators in Active Learning
2026
Cited
0
Cell-Type Prototype-Informed Neural Network for Gene Expression Estimation from Pathology Images
2026
Cited
0
Leveraging Label Proportion Prior for Class-Imbalanced Semi-Supervised Learning
2026
Cited
0
Auxiliary Gene Learning: Spatial Gene Expression Estimation by Auxiliary Gene Selection
2025
Cited
0
Learning from Majority Label: A Novel Problem in Multi-class Multiple-Instance Learning
2025
Cited
0
NoiseCutMix: A Novel Data Augmentation Approach by Mixing Estimated Noise in Diffusion Models
2025
Cited
0
Resume
Academic Achievements
  • - Published a paper on a novel problem in multi-class multiple-instance learning in 'Pattern Recognition'.
  • - Presented research at several international conferences, including AAAI, ICCVW, ICDAR, IJCNN, and CVPR.
  • - Research areas include deep learning, image recognition, and more.