Matthieu Kirchmeyer

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Lattice Boltzmann

Data Imputation

Domain Adaptation

Generalized Procrustes Analysis

Top Venues

Data Min. Knowl. Discov.

Publications

Natasa Tagasovska, Ji Won Park, Matthieu Kirchmeyer, Nathan C. Frey, Andrew Martin Watkins, Aya Abdelsalam Ismail, Arian Rokkum Jamasb, Edith Lee, Tyler Bryson, Stephen Ra, Kyunghyun Cho
Antibody DomainBed: Out-of-Distribution Generalization in Therapeutic Protein Design. CoRR (2024)
Yuan Yin, Matthieu Kirchmeyer, Jean-Yves Franceschi, Alain Rakotomamonjy, Patrick Gallinari
Continuous PDE Dynamics Forecasting with Implicit Neural Representations. ICLR (2023)
Matthieu Kirchmeyer, Alain Rakotomamonjy, Emmanuel de Bézenac, Patrick Gallinari
Mapping conditional distributions for domain adaptation under generalized target shift. ICLR (2022)
Alexandre Ramé, Matthieu Kirchmeyer, Thibaud Rahier, Alain Rakotomamonjy, Patrick Gallinari, Matthieu Cord
Diverse Weight Averaging for Out-of-Distribution Generalization. NeurIPS (2022)
Matthieu Kirchmeyer, Yuan Yin, Jérémie Donà, Nicolas Baskiotis, Alain Rakotomamonjy, Patrick Gallinari
Generalizing to New Physical Systems via Context-Informed Dynamics Model. CoRR (2022)
Alexandre Ramé, Matthieu Kirchmeyer, Thibaud Rahier, Alain Rakotomamonjy, Patrick Gallinari, Matthieu Cord
Diverse Weight Averaging for Out-of-Distribution Generalization. CoRR (2022)
Yuan Yin, Matthieu Kirchmeyer, Jean-Yves Franceschi, Alain Rakotomamonjy, Patrick Gallinari
Continuous PDE Dynamics Forecasting with Implicit Neural Representations. CoRR (2022)
Matthieu Kirchmeyer, Yuan Yin, Jérémie Donà, Nicolas Baskiotis, Alain Rakotomamonjy, Patrick Gallinari
Generalizing to New Physical Systems via Context-Informed Dynamics Model. ICML (2022)
Matthieu Kirchmeyer, Patrick Gallinari, Alain Rakotomamonjy, Amin Mantrach
Unsupervised domain adaptation with non-stochastic missing data. CoRR (2021)
Matthieu Kirchmeyer, Patrick Gallinari, Alain Rakotomamonjy, Amin Mantrach
Unsupervised domain adaptation with non-stochastic missing data. Data Min. Knowl. Discov. 35 (6) (2021)
Matthieu Kirchmeyer, Alain Rakotomamonjy, Emmanuel de Bézenac, Patrick Gallinari
Mapping conditional distributions for domain adaptation under generalized target shift. CoRR (2021)
Karan Aggarwal, Matthieu Kirchmeyer, Pranjul Yadav, S. Sathiya Keerthi, Patrick Gallinari
Regression with Conditional GAN. CoRR (2019)