Diffusion models have revolutionized generative modeling, enabling the creation of stunningly realistic images. However, training these complex models can be computationally expensive and time-consuming. DPIFF, or Adaptive Path Integral Feedback, emerges as a powerful tool to address these challenges. By utilizing path integral methods, DPIFF offer