Skip-Transformer

Kuaishou Large Model

Sep 30, 2021 · Artificial Intelligence

How SnowflakeNet Revolutionizes Point Cloud Completion with Skip‑Transformer

SnowflakeNet introduces a novel Snowflake Point Deconvolution architecture combined with a Skip‑Transformer to explicitly split and refine points, enabling high‑quality reconstruction of fine local geometry in incomplete point clouds and outperforming prior methods on both dense and sparse benchmarks.