Maya Okawa
8 papers · 2019–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Grand Slam
π
Conference Pioneer
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Core Methods
(5)
Optimization & Theory
(5)
Core AI
(4)
Deep Learning
(3)
Learning Types
(3)
Models
(3)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Applications
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Keywords
compositional generalization
(3)
representation learning
(2)
generative model
(2)
spatial data
(2)
concept learning
(2)
gaussian process
(2)
diffusion model
(2)
emergent capability
(2)
transformer
(2)
learning dynamics
(2)
knowledge editing
(1)
neural network optimization
(1)
concept representation
(1)
uncertainty quantification
(1)
transfer learning
(1)
conditional generation
(1)
hierarchical modeling
(1)
graph topology
(1)
spatial statistics
(1)
energy minimization
(1)
Papers
ICLR: In-Context Learning of Representations
ICLR 2025
Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing
ICML 2025
Swing-by Dynamics in Concept Learning and Compositional Generalization
ICLR 2025
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space
NeurIPS 2024
Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model
ICML 2024
Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task
NeurIPS 2023
Refining Coarse-Grained Spatial Data Using Auxiliary Spatial Data Sets with Various Granularities
AAAI 2019
Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs
NeurIPS 2019