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Supplementary for: UCLID-Net: Single View Reconstruction in Object Space Anonymous Author(s) Affiliation Address email 1 Metrics 1

Neural Information Processing Systems

This section defines the metrics and loss functions used in the main paper. The Earth Mover's Distance (EMD) is a distance that can be used to compare point clouds as well: We use the F-Score as a validation metric on the ShapeNet dataset. We introduce shell-Intersection over Union (sIoU). We use the sIoU as a validation metric on the ShapeNet dataset. We here present some details of the architecture and training procedure for UCLID-Net.