2025
Mitigating Geometric Degradation in Fast DownSampling via FastAdapter for Point Cloud Segmentation
ICCV 2025poster
Farthest Point Sampling (FPS) is widely used in existing point-based models because it effectively preserves structural integrity during downsampling. However, it incurs significant computational overhead, severely impacting the model's inference efficiency. Random sampling or grid sampling is consi…