Due to the black-box nature of deep learning models, there is a recent development solutions for visual explanations CNNs. Given high cost user studies, metrics are necessary compare and evaluate these different methods. In this paper, we critically analyze Deletion Area Under Curve (DAUC) Insertion (IAUC) proposed by Petsiuk et al. (2018). These were designed faithfulness saliency maps generat...

In this paper, we determine, in terms of the Sullivan models, rational evaluation subgroups inclusion $ \mathbb{C} P(n)\hookrightarrow P(n+k) between complex projective spaces and, more generally, G $-sequence homotopy monomorphism \iota: X\hookrightarrow Y simply connected formal homogeneous for which \pi_{\ast}(Y)\otimes \mathbb{Q}$ is finite dimensional.

This document presents the full implementation details of BT-trees, a highly efficient ordered map, and an evaluation which compares BT-trees with unordered maps. BTtrees are often much faster than other ordered maps, and have comparable performance to unordered map implementations. However, in benchmarks which favor unordered maps, BT-trees are not faster than the fastest unordered map impleme...