3D Understanding

Learning to Group: A Bottom-Up Framework for 3D Part Discovery in Unseen Categories

+ Co-author of this work. + Formulation of zero-shot part discovery on a large-scale fine-grained shape segmentation benchmark. + A learning-based agglomerative clustering framework that learns to do part proposal and grouping from training categories and generalizes to unseen novel categories