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cs.LG2024
Hessian-Informed Flow Matching
Christopher Iliffe Sprague, Arne Elofsson, Hossein Azizpour
Modeling complex systems that evolve toward equilibrium distributions is important in various physical applications, including molecular dynamics and robotic control. These systems…
cs.LG2024
Stable Autonomous Flow Matching
Christopher Iliffe Sprague, Arne Elofsson, Hossein Azizpour
In contexts where data samples represent a physically stable state, it is often assumed that the data points represent the local minima of an energy landscape. In control theory, i…