Multiview Aggregation for Learning Category-Specific Shape Reconstruction

We thank the reviewers for their valuable comments, and are happy to see feedback such as "concepts presented The reviewers agree that NOX maps are "definitely novel We answer questions, address factual errors, and present more details to improve our manuscript. The differences in chairs between Table 4 and 5 are due to different experimental setting. "Fixed Multi" models were trained with 2, 3, or 5 views respectively. We will add this detail in the paper. "Dated" methods are still valid prior art to compare against especially when We choose to only use the first and last intersections due to computational efficiency.