Daiki Suehiro
5 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
π
Academic Marathon Β· Sprint
π
Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(11)
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Learning Types
(3)
Core Methods
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Clinical
(1)
Core AI
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
multiple instance learning
(2)
online learning
(1)
medical imaging
(1)
weakly supervised learning
(1)
data augmentation
(1)
medical image classification
(1)
generalization bound
(1)
regret bound
(1)
instance classification
(1)
adversarial environment
(1)
bag-level classification
(1)
ordinal classification
(1)
severity estimation
(1)
tracker aggregation
(1)
delayed-hedge algorithm
(1)
kernel methods
(1)
label proportion
(1)
adversarial tracking
(1)
ulcerative coliti
(1)
multi-task learning
(1)
Papers
Ordinal Multiple-Instance Learning for Ulcerative Colitis Severity Estimation with Selective Aggregated Transformer
WACV 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
Simplified and unified analysis of various learning problems by reduction to Multiple-Instance Learning
UAI 2022
Adaptive Aggregation of Arbitrary Online Trackers with a Regret Bound
WACV 2020