1.9k citations · 6.4k across the 80 of their papers we have counts for
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cs.CV2015★ 81 cited
Instance-aware Semantic Segmentation via Multi-task Network Cascades
Jifeng Dai, Kaiming He, Jian Sun
Semantic segmentation research has recently witnessed rapid progress, but many leading methods are unable to identify object instances. In this paper, we present Multi-task Network…
cs.CV2015★ 147 cited
BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation
Jifeng Dai, Kaiming He, Jian Sun
Recent leading approaches to semantic segmentation rely on deep convolutional networks trained with human-annotated, pixel-level segmentation masks. Such pixel-accurate supervision…