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Rethinking Few-shot 3D Point Cloud Semantic Segmentation

A standardized few-shot 3D segmentation benchmark fixes sampling biases, and the correlation-optimized COSeg model with hyper-correlation augmentation and base-prototype calibration outperforms existing methods.

Zhaochong An, Guolei Sun, Yun Liu, Fayao Liu and 4 more

Published Jun 16, 2024 · 49 citations

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AI panel: 11 of 21 reviewers recommend it
lenient 3/5
medium 8/11
strict 0/5