Yes, IoU loss is submodular - as a function of the mispredictions
Machine Learning
2018-09-07 v1 Machine Learning
Abstract
This note is a response to [7] in which it is claimed that [13, Proposition 11] is false. We demonstrate here that this assertion in [7] is false, and is based on a misreading of the notion of set membership in [13, Proposition 11]. We maintain that [13, Proposition 11] is true. ([7] = arXiv:1809.00593, [13] = arXiv:1512.07797)
Cite
@article{arxiv.1809.01845,
title = {Yes, IoU loss is submodular - as a function of the mispredictions},
author = {Maxim Berman and Matthew B. Blaschko and Amal Rannen Triki and Jiaqian Yu},
journal= {arXiv preprint arXiv:1809.01845},
year = {2018}
}