Kai-Syun Chen

An MIL-Derived Transformer for Weakly Supervised Point Cloud Segmentation

We address weakly supervised point cloud segmentation by proposing a new model, MIL-derived transformer, to mine additional supervisory signals. First, the transformer model is derived based on multiple instance learning (MIL) to explore pair-wise cloud-level supervision, where two clouds of the sam…