Andrew Reader

Solving Inverse Problems with Flow-based Models via Model Predictive Control

Flow-based generative models provide strong unconditional priors for inverse problems, but guiding their dynamics for conditional generation remains challenging. Recent work casts training-free conditional generation in flow models as an optimal control problem; however, solving the resulting trajec…