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Register Anything Model for Generalizable and Robust Point Cloud Registration
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point cloud registration3D modelinggeneralizationtransformers
2610.28821
Builder Relevance
2h ago80%
Abstract
The Register Anything Model (RAM) is a unified approach for robust 3D point cloud registration across diverse domains.
Reality Card
Core Claim
RAM achieves state-of-the-art performance in point cloud registration by generalizing across multiple domains, outperforming methods trained on single domains.
Method / Result
Demonstrated superior generalization capability with extensive experiments on 12 benchmarks.
Limitations
The paper does not specify the authors, which may limit reproducibility and transparency.
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