Matthieu Kirchmeyer
5 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(11)
👑
Triple Crown
Venues
Top co-authors
Research topics
Keywords
domain adaptation
(2)
few-shot learning
(1)
domain generalization
(1)
ensemble learning
(1)
optimal transport
(1)
out-of-distribution generalization
(1)
distribution shift
(1)
label shift
(1)
conditional distribution
(1)
implicit neural representation
(1)
partial differential equation
(1)
neural ordinary differential equation
(1)
weight averaging
(1)
dynamics model
(1)
molecule generation
(1)
spatiotemporal forecasting
(1)
neural field
(1)
score-based model
(1)
score-based generation
(1)
bias-variance decomposition
(1)
Papers
Score-based 3D molecule generation with neural fields
NeurIPS 2024
Continuous PDE Dynamics Forecasting with Implicit Neural Representations
ICLR 2023
Diverse Weight Averaging for Out-of-Distribution Generalization
NeurIPS 2022
Generalizing to New Physical Systems via Context-Informed Dynamics Model
ICML 2022
Mapping conditional distributions for domain adaptation under generalized target shift
ICLR 2022