Georgia Koppe
5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (3) ๐ Cross-Pollinator (13) ๐ Renaissance Researcher (6)
๐บ๏ธ
Taxonomy Completionist
(13)
Conferences
ICLR (2)
ICML (2)
NIPS (1)
Top co-authors
Keywords
fmri analysis
(1)
variational inference
(1)
expectation maximization
(1)
time series
(1)
functional magnetic resonance imaging
(1)
generative model
(1)
state space model
(1)
dynamical system
(1)
recurrent neural network
(1)
nonlinear dynamical system
(1)
dynamical system reconstruction
(1)
neuroimaging datum
(1)
brain dynamics
(1)
multi-modal time series
(1)
attractor geometry
(1)
Papers
Learning Interpretable Hierarchical Dynamical Systems Models from Time Series Data
ICLR 2025
A scalable generative model for dynamical system reconstruction from neuroimaging data
NIPS 2024
Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics
ICML 2024
Reconstructing Nonlinear Dynamical Systems from Multi-Modal Time Series
ICML 2022
Identifying nonlinear dynamical systems with multiple time scales and long-range dependencies
ICLR 2021