Simple Approximation and Derivative Free Inference-Time Scaling for Diffusion Models via Sequential Monte Carlo on Path Measures

URGE attaches a Girsanov path weight to every simulated trajectory and periodically resamples: gradient-free inference-time scaling with no score, Hessian or PDE evaluations, and the same terminal law as particle-wise SMC.