Xianbo Yang

Point-UMAE: Unet-like Masked Autoencoders for Point Cloud Self-supervised Learning

Masked Autoencoders (MAE) demonstrated exceptional performance in natural language processing and 2D vision tasks and have now been introduced into point cloud representation learning. We propose Point-UMAE, a novel self-supervised learning method based on a Unet-like structure, designed to enhance…