Less is More: Efficient Point Cloud Reconstruction via Multi-Head Decoders

Pedro Alonso, Tianrui Li, Chongshou Li

We challenge the common assumption that deeper decoder architectures always yield better performance in point cloud reconstruction. Our analysis reveals that, beyond a certain dept…