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← Authors

Takuya Ito

3 papers · 2022–2024 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

NIPS (2) ICLR (1)

Top co-authors

Mattia Rigotti (2) John Murray (1) Tim Klinger (1) Xiaoxuan Lei (1) Soham Dan (1) James Kozloski (1) Pouya Bashivan (1) Murray Campbell (1) Michael Cole (1) Doug Schultz (1)

Keywords

representation learning (2) working memory (1) multitask learning (1) compositional generalization (1) abstract representations (1) convolutional neural network (1) recurrent neural network (1) latent space (1) zero-shot generalization (1) pretrained model (1) neural network (1)

Papers

Geometry of naturalistic object representations in recurrent neural network models of working memory NIPS 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 NIPS 2022