FlowVAT: Normalizing Flow Variational Inference with Affine-Invariant Tempering

Juehang Qin, Shixiao Liang, Christopher Tunnell

Multi-modal and high-dimensional posteriors present significant challenges for variational inference, causing mode-seeking behavior and collapse despite the theoretical expressiven…