OOD Generalization as a Bifurcation Problem.

arXiv:2609.33562v1 Announce Type: cross Abstract: Systematic out-of-distribution (OOD) generation remains a critical bottleneck for continuous-time generative models. While standard joint classifier-free guidance (CFG) routinely fails to synthesize unobserved