SooJean Han

SafeFlowMatcher: Safe and Fast Planning using Flow Matching with Control Barrier Functions

Generative planners based on flow matching (FM) produce high-quality paths in a single or a few ODE steps, but their sampling dynamics offer no formal safety guarantees and can yield incomplete paths near constraints. We present SafeFlowMatcher, a planning framework that couples FM with control barr…