GAA synthesizes aligned anomaly image-mask pairs from few examples using decomposed concept embeddings and region-guided masks, improving downstream anomaly localization and classification on MVTec AD and LOCO.
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Generate Aligned Anomaly: Region-Guided Few-Shot Anomaly Image-Mask Pair Synthesis for Industrial Inspection
GAA synthesizes aligned anomaly image-mask pairs from few examples using decomposed concept embeddings and region-guided masks, improving downstream anomaly localization and classification on MVTec AD and LOCO.