Ali Cheraghian*

Canonical Shape Projection is All You Need for 3D Few-shot Class Incremental Learning

"In recent years, robust pre-trained foundation models have been successfully used in many downstream tasks. Here, we would like to use such powerful models to address the problem of few-shot class incremental learning (FSCIL) tasks on 3D point cloud objects. Our approach is to reprogram the well-kn…