2025
Complete Structure Guided Point Cloud Completion via Cluster- and Instance-Level Contrastive Learning
NeurIPS 2025spotlight
Point cloud completion, aiming to reconstruct missing part from incomplete point clouds, is a pivotal task in 3D computer vision. Traditional supervised approaches often necessitate complete point clouds for training supervision, which are not readily accessible in real-world applications. Recent st…