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.
Virtual Reality & Intelligent Hardware 5(1), 57–67 (2023)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.