829 citations · 1.2k across the 7 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.CV2016★ 6 cited
Video Scene Parsing with Predictive Feature Learning
Xiaojie Jin, Xin Li, Huaxin Xiao +9
In this work, we address the challenging video scene parsing problem by developing effective representation learning methods given limited parsing annotations. In particular, we co…
cs.CV2016★ 4 cited
Collaborative Layer-wise Discriminative Learning in Deep Neural Networks
Xiaojie Jin, Yunpeng Chen, Jian Dong +2
Intermediate features at different layers of a deep neural network are known to be discriminative for visual patterns of different complexities. However, most existing works ignore…
cs.CV2016★ 4 cited
Attentive Contexts for Object Detection
Jianan Li, Yunchao Wei, Xiaodan Liang +4
Modern deep neural network based object detection methods typically classify candidate proposals using their interior features. However, global and local surrounding contexts that…