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data augmentation 1few-shot image generation 1hypernetwork control 1industrial defect detection 1stable diffusion 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.CV2026

Knowledge-Embedded and Hypernetwork-Guided Few-Shot Substation Meter Defect Image Generation Method

Jackie Alex, Justin Petter

The paper proposes a framework that uses knowledge embedding and a hypernetwork‑guided diffusion model to generate realistic defect images of substation meters from very few annota…