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cs.CV2016★ 4 cited
Bottom-Up Top-Down Cues for Weakly-Supervised Semantic Segmentation
Qinbin Hou, Puneet Kumar Dokania, Daniela Massiceti +3
We consider the task of learning a classifier for semantic segmentation using weak supervision in the form of image labels which specify the object classes present in the image. Ou…
cs.LG2016★ 42 cited
Minding the Gaps for Block Frank-Wolfe Optimization of Structured SVMs
Anton Osokin, Jean-Baptiste Alayrac, Isabella Lukasewitz +2
In this paper, we propose several improvements on the block-coordinate Frank-Wolfe (BCFW) algorithm from Lacoste-Julien et al. (2013) recently used to optimize the structured suppo…