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Denoising diffu- sion probabilistic models

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Efficient Point Clouds Upsampling via Flow Matching

cs.CV · 2025-01-25 · conditional · novelty 6.0

A flow-matching model with Earth Mover's Distance pre-alignment upsamples point clouds in five sampling steps, with state-of-the-art Chamfer distance scores on PUGAN and PU1K.

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  • Efficient Point Clouds Upsampling via Flow Matching cs.CV · 2025-01-25 · conditional · none · ref 13

    A flow-matching model with Earth Mover's Distance pre-alignment upsamples point clouds in five sampling steps, with state-of-the-art Chamfer distance scores on PUGAN and PU1K.