Kirchmeyer, Matthieu

8 publications

ICLRW 2025 A Guided Design Framework for the Optimization of Therapeutic-like Antibodies Amy Wang, Zhe Sang, Samuel Don Stanton, Jennifer L. Hofmann, Saeed Izadi, Eliott Park, Jan Ludwiczak, Matthieu Kirchmeyer, Darcy Davidson, Andrew Maier, Tom Pritsky, Nathan C. Frey, Andrew Martin Watkins, Franziska Seeger

NeurIPS 2025 Unified All-Atom Molecule Generation with Neural Fields Matthieu Kirchmeyer, Pedro O. Pinheiro, Emma Willett, Karolis Martinkus, Joseph Kleinhenz, Emily K. Makowski, Andrew Martin Watkins, Vladimir Gligorijevic, Richard Bonneau, Saeed Saremi

NeurIPS 2024 Score-Based 3D Molecule Generation with Neural Fields Matthieu Kirchmeyer, Pedro O. Pinheiro, Saeed Saremi

ICLR 2023 Continuous PDE Dynamics Forecasting with Implicit Neural Representations Yuan Yin, Matthieu Kirchmeyer, Jean-Yves Franceschi, Alain Rakotomamonjy, Patrick Gallinari

NeurIPSW 2022 Continuous PDE Dynamics Forecasting with Implicit Neural Representations Yuan Yin, Matthieu Kirchmeyer, Jean-Yves Franceschi, Alain Rakotomamonjy, Patrick Gallinari

NeurIPS 2022 Diverse Weight Averaging for Out-of-Distribution Generalization Alexandre Rame, Matthieu Kirchmeyer, Thibaud Rahier, Alain Rakotomamonjy, Patrick Gallinari, Matthieu Cord

ICML 2022 Generalizing to New Physical Systems via Context-Informed Dynamics Model Matthieu Kirchmeyer, Yuan Yin, Jeremie Dona, Nicolas Baskiotis, Alain Rakotomamonjy, Patrick Gallinari

ICLR 2022 Mapping Conditional Distributions for Domain Adaptation Under Generalized Target Shift Matthieu Kirchmeyer, Alain Rakotomamonjy, Emmanuel de Bezenac, Patrick Gallinari