Drake Brown

Test-Time Guidance for Flow-Based Generative Models via Parallel Tempering on Source Distributions

Generative models that transport a simple source distribution to a complex data distribution—such as diffusion and flow-based models—are central to high‑fidelity data generation. Test-time guidance can further steer pretrained models toward user-specified high-reward regions without costly retrainin…