2026
Strictly Constrained Generative Modeling via Split Augmented Langevin Sampling
ICLR 2026poster
Deep generative models hold great promise for representing complex physical systems, but their deployment is currently limited by the lack of guarantees on the physical plausibility of the generated outputs. Ensuring that known physical constraints are enforced is therefore critical when applying ge…