Parallel Tempering Initial Sampling in Inference-Time Reward Alignment

Myeongjun Oh, Gwangho Kim, Sungyoon Lee

Inference-time reward alignment steers pretrained diffusion and flow-based generative models to satisfy user-specified rewards without retraining. Recently, Sequential Monte Carlo…