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One-shot Segmentation

Matcher: One-Shot Segmentation Without Training—Unlock Flexible, Label-Free Perception for Real-World Applications

Matcher: One-Shot Segmentation Without Training—Unlock Flexible, Label-Free Perception for Real-World Applications 522

In modern computer vision workflows, deploying accurate segmentation models often demands large annotated datasets, task-specific architectures, and costly retraining—barriers that…

01/13/2026One-shot Segmentation, Open-world Perception, Zero-shot Learning
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