Mitigating mode collapse in normalizing flows by annealing with an adaptive schedule: Application to parameter estimation

Yihang Wang, Chris Chi, Aaron R. Dinner

Normalizing flows (NFs) provide uncorrelated samples from complex distributions, making them an appealing tool for parameter estimation. However, the practical utility of NFs remai…