DefFiller fine-tunes GLIGEN with a mask encoder to synthesize steel defects that match given masks, and shows small but consistent S-measure gains when the synthetic pairs are added to a small training set.
IEEE Transactions on Instrumentation and Measurement 72, 1–12 (2023) 16
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DefFiller: Mask-Conditioned Diffusion for Salient Steel Surface Defect Generation
DefFiller fine-tunes GLIGEN with a mask encoder to synthesize steel defects that match given masks, and shows small but consistent S-measure gains when the synthetic pairs are added to a small training set.