Maya Okawa
8 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (6) π Cross-Pollinator (14)
π
Conference Polyglot
(4)
π
Grand Slam
π
Conference Pioneer
Conferences
NIPS (3)
ICLR (2)
ICML (2)
AAAI (1)
Top co-authors
Research topics
Keywords
emergent capability
(2)
gaussian process
(2)
spatial datum
(2)
generative model
(2)
hierarchical modeling
(1)
uncertainty quantification
(1)
conditional generation
(1)
compositional generalization
(1)
multivariate regression
(1)
concept learning
(1)
spatial statistics
(1)
diffusion model
(1)
learning dynamics
(1)
foundation model
(1)
hidden capability
(1)
spatial correlation
(1)
emergent behavior
(1)
out-of-distribution generation
(1)
concept composition
(1)
latent intervention
(1)
Papers
Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing
ICML 2025
ICLR: In-Context Learning of Representations
ICLR 2025
Swing-by Dynamics in Concept Learning and Compositional Generalization
ICLR 2025
Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model
ICML 2024
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space
NIPS 2024
Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task
NIPS 2023
Refining Coarse-Grained Spatial Data Using Auxiliary Spatial Data Sets with Various Granularities
AAAI 2019
Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs
NIPS 2019