Hiroshi Ishikawa
6 papers · 2014–2019 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Research topics
Computer Vision
(3)
Machine Learning
(3)
Deep Learning
(2)
Core Methods
(2)
Processing
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Generation
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Optimization
(1)
Keywords
representation learning
(1)
image classification
(1)
metric learning
(1)
image restoration
(1)
feature extraction
(1)
weakly supervised learning
(1)
energy minimization
(1)
line drawing
(1)
discrete optimization
(1)
roof duality
(1)
image inpainting
(1)
hidden markov model
(1)
markov random field
(1)
state space model
(1)
convolutional neural network
(1)
spatio-temporal analysis
(1)
longitudinal modeling
(1)
higher-order clique
(1)
higher-order term
(1)
binary label
(1)
Papers
A Spatiotemporal Approach to Predicting Glaucoma Progression Using a CT-HMM
MLHC 2019
Joint Gap Detection and Inpainting of Line Drawings
CVPR 2017
Fashion Style in 128 Floats: Joint Ranking and Classification Using Weak Data for Feature Extraction
CVPR 2016
Disease Event Detection based on Deep Modality Analysis
ACL 2015
Who caught a cold ? - Identifying the subject of a symptom
ACL 2015
Higher-Order Clique Reduction Without Auxiliary Variables
CVPR 2014