High-temperature reverse-KL pretraining followed by reweighting-based annealing lets normalizing flows sample Boltzmann distributions of peptides up to hexapeptide without mode collapse and with fewer target energy evaluations.
Iterated Denoising Energy Matching for Sampling from Boltzmann Densities
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Temperature-Annealed Boltzmann Generators
High-temperature reverse-KL pretraining followed by reweighting-based annealing lets normalizing flows sample Boltzmann distributions of peptides up to hexapeptide without mode collapse and with fewer target energy evaluations.