DIAMOND: Directed Inference for Artifact Mitigation in Flow Matching Models Alicja Polowczyk*, Agnieszka Polowczyk*, Piotr Borycki, Joanna Waczyńska, Jacek Tabor, Przemysław Spurek (* denotes equal contribution) Code coming soon.