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Neural Network Reparametrization for Accelerated Optimization in Molecular SimulationsNima DehmamyCsaba Bothet al.2024NeurIPS 2024
Hessian Reparametrization for Coarse-grained Energy MinimizationNima DehmamyCsaba Bothet al.2024ICLR 2024
Compositional Foundation Models for Hierarchical PlanningAnurag AjaySeungwook Hanet al.2023NeurIPS 2023
Coarse-graining via reparametrization avoids force matching and back-mappingNima DehmamyCsaba Bothet al.2023NeurIPS 2023
Unsupervised Hierarchy Matching with Optimal Transport over Hyperbolic SpacesDavid Alvarez-MelisYoussef Mrouehet al.2020AISTATS 2020