2025
Stochastic Control for Fine-tuning Diffusion Models: Optimality, Regularity, and Convergence
ICML 2025poster
Diffusion models have emerged as powerful tools for generative modeling, demonstrating exceptional capability in capturing target data distributions from large datasets. However, fine-tuning these massive models for specific downstream tasks, constraints, and human preferences remains a critical cha…