Symmetry-Driven Discovery of Dynamical Variables in Molecular SimulationsJeet MohapatraNima Dehmamyet al.2025ICML 2025Conference paper
Neural Network Reparametrization for Accelerated Optimization in Molecular SimulationsNima DehmamyCsaba Bothet al.2024NeurIPS 2024Conference paper
What Would Gauss Say About Representations? Probing Pretrained Image Models using Synthetic Gaussian BenchmarksIrene KoPin-Yu Chenet al.2024ICML 2024Conference paper
Hessian Reparametrization for Coarse-grained Energy MinimizationNima DehmamyCsaba Bothet al.2024ICLR 2024Workshop paper
SynBench: Task-Agnostic Benchmarking of Pretrained Representations using Synthetic DataChing-yun KoPin-Yu Chenet al.2022NeurIPS 2022Workshop paper