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SpaceCache2 min read

SpaceCache: Intermediate Feature Reuse for Efficient Semantic Segmentation on Point Cloud Streams

Point-cloud streams are central to autonomous driving and robotics, yet existing segmentation networks process every frame from scratch, although consecutive frames largely overlap.

By Dongheon Yang, Beomseok Kang, Jae-Joon KimarXiv - cs.CV (CV)

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Originally published by arXiv - cs.CV (CV) on Oct 16, 2026.

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