Haruo Hosoya
3 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Hot Topic Early Bird
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Lone Wolf
(3)
Research topics
Keywords
disentangled representation
(2)
weakly supervised learning
(1)
cognitive map
(1)
variational autoencoder
(1)
generalizable representation
(1)
deep generative model
(1)
memory mechanism
(1)
relational structure
(1)
group-based learning
(1)
content representation
(1)
shape representation
(1)
hippocampal formation
(1)
representation learning
(1)
category invariance
(1)
Papers
A Cognitive Model for Learning Abstract Relational Structures from Memory-based Decision-Making Tasks
ICLR 2024
CIGMO: Categorical invariant representations in a deep generative framework
UAI 2022
Group-based Learning of Disentangled Representations with Generalizability for Novel Contents
IJCAI 2019