Liouville Flow Importance Sampler

Yifeng Tian, Nishant Panda, Yen Ting Lin

We present the Liouville Flow Importance Sampler (LFIS), an innovative flow-based model for generating samples from unnormalized density functions. LFIS learns a time-dependent vel…