Twist Flow for Inverse Problems
Joint twist-flow is an augmented flow-matching method designed for posterior sampling in inverse problems. It learns a continuous transport from an augmented source state (zx, y) to an augmented terminal state (x, zy). This formulation improves the preservation of multimodal posterior support compared to direct conditional flows and generates more structured uncertainty in seismic inversion.