Martin R. Oswald*

T-MAE: Temporal Masked Autoencoders for Point Cloud Representation Learning

"The scarcity of annotated data in LiDAR point cloud understanding hinders effective representation learning. Consequently, scholars have been actively investigating efficacious self-supervised pre-training paradigms. Nevertheless, temporal information, which is inherent in the LiDAR point cloud seq…