The Geometry of Phase Transitions in Generative Dynamics via Projection Caustics

Ryosuke Sakamoto, Kotaro Sakamoto

Continuous-state generative samplers, including diffusion and flow-matching models, evolve through continuous reverse-time dynamics, yet their samples often undergo abrupt qualitat…