Matthieu Kirchmeyer
5 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)
👑
Triple Crown
Conferences
ICLR (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
langevin dynamics
(1)
few-shot learning
(1)
domain generalization
(1)
domain adaptation
(1)
ensemble learning
(1)
out-of-distribution generalization
(1)
distribution shift
(1)
weight averaging
(1)
dynamics model
(1)
molecule generation
(1)
neural field
(1)
score-based model
(1)
score-based generation
(1)
bias-variance decomposition
(1)
latent code
(1)
langevin mcmc
(1)
context vector
(1)
all-atom generation
(1)
Papers
Score-based 3D molecule generation with neural fields
NIPS 2024
Continuous PDE Dynamics Forecasting with Implicit Neural Representations
ICLR 2023
Diverse Weight Averaging for Out-of-Distribution Generalization
NIPS 2022
Mapping conditional distributions for domain adaptation under generalized target shift
ICLR 2022
Generalizing to New Physical Systems via Context-Informed Dynamics Model
ICML 2022