Keizo Kato
4 papers · 2018–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Hot Topic Early Bird
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(11)
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Conference Pioneer
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Research topics
Keywords
variational autoencoder
(2)
isometric embedding
(2)
zero-shot learning
(1)
action recognition
(1)
anomaly detection
(1)
video understanding
(1)
compositional learning
(1)
knowledge graph
(1)
latent variable
(1)
disentangled representation
(1)
rate-distortion theory
(1)
latent space embedding
(1)
rate-distortion optimization
(1)
compositional action
(1)
information theory
(1)
novel noun
(1)
dimensionality reduction
(1)
Papers
Disentangled Action Recognition with Knowledge Bases
NAACL 2022
Quantitative Understanding of VAE as a Non-linearly Scaled Isometric Embedding
ICML 2021
Rate-distortion optimization guided autoencoder for isometric embedding in Euclidean latent space
ICML 2020
Compositional Learning for Human Object Interaction
ECCV 2018