Artificial Intelligence #conditional diffusion#diffusion models
New Research Provides Conditional Diffusion Guidance Under Hard Constraints for AI
A research paper proposes a framework for conditional generation in diffusion models under hard constraints, using Doob's h-transform and martingale-based learning algorithms. The method guarantees constraint satisfaction with probability one, targeting safety-critical applications and rare-event simulation.
Jun 21, 2026 1 source
