Takuya Ito
3 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
representation learning
(2)
multi-task learning
(1)
working memory
(1)
out-of-distribution generalization
(1)
compositional generalization
(1)
abstract representations
(1)
convolutional neural network
(1)
recurrent neural network
(1)
pre-trained model
(1)
latent space
(1)
zero-shot generalization
(1)
multimodal reasoning
(1)
neural network
(1)
neural network architecture
(1)
systematic compositional generalization
(1)
Papers
Geometry of naturalistic object representations in recurrent neural network models of working memory
NeurIPS 2024
On the generalization capacity of neural networks during generic multimodal reasoning
ICLR 2024
Compositional generalization through abstract representations in human and artificial neural networks
NeurIPS 2022