Georgia Koppe
5 papers · 2021–2025 · 3 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 ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(3)
Core Methods
(3)
Architectures
(2)
Core AI
(2)
Learning Types
(2)
Models
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Learning Paradigms
(1)
Keywords
dynamical system
(3)
recurrent neural network
(2)
nonlinear dynamical system
(2)
time series
(2)
transfer learning
(1)
expectation maximization
(1)
hierarchical model
(1)
functional magnetic resonance imaging
(1)
generative model
(1)
state space model
(1)
variational autoencoder
(1)
foundation model
(1)
latent dynamics
(1)
gradient vanishing
(1)
multimodal data
(1)
dynamical system reconstruction
(1)
neuroimaging data
(1)
brain dynamics
(1)
long-range dependency
(1)
symbolic data
(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
NeurIPS 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