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12 Aug 2019: Several works [3, 20, 2] have fo-cused on networks for manifolds or graphs. ... The base icosahedron is the most regular polyhedron,consisting of 12 vertices and 20 faces.

11 Sep 2019: PascalVOC12 [20] has been the benchmark challenge for segmen-tation over the years. ... We conclude in Section 6. 2 LITERATURE REVIEW. Semantic pixel-wise segmentation is an active topic ofresearch, fuelled by challenging datasets [20], [21], [22],

12 Aug 2019: 2 Related WorkRecent advances in semantic segmentation are mainly driven by powerful deep neural networkarchitectures [14, 20, 34, 40]. ... In International Conference on Machine Learning, pages513–521, 2013. [20] Alex Krizhevsky, Ilya Sutskever, and

12 Aug 2019: Chen etal. [20] demonstrate single-view shape reconstruction from such input for generalobject classes, by building a shape space model from 3D samples. ... A total of 11 videosequences are in the dataset, annotated every 5 frames with 20 joint

11 Sep 2019: stereo cameras with a 22cm baseline, labelled with instanceand semantic segmentations from 20 classes. ... Mask r-cnn. arXiv preprint arXiv:1703.06870, 2017. 8. [20] K. He, X.

11 Sep 2019: PascalVOC12 [20] has been the benchmark challenge for segmen-tation over the years. ... We conclude in Section 6. 2 LITERATURE REVIEW. Semantic pixel-wise segmentation is an active topic ofresearch, fuelled by challenging datasets [20], [21], [22],