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Film: Visual reasoning with a general conditioning layer

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2025 1

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S2AM3D: Scale-controllable Part Segmentation of 3D Point Clouds

cs.CV · 2025-11-30 · unverdicted · novelty 5.0

S2AM3D combines multi-view 2D priors with 3D contrastive learning and a scale-aware decoder to deliver consistent, granularity-controllable part segmentation on point clouds, supported by a new dataset exceeding 100k samples.

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  • S2AM3D: Scale-controllable Part Segmentation of 3D Point Clouds cs.CV · 2025-11-30 · unverdicted · none · ref 4

    S2AM3D combines multi-view 2D priors with 3D contrastive learning and a scale-aware decoder to deliver consistent, granularity-controllable part segmentation on point clouds, supported by a new dataset exceeding 100k samples.