619 citations · 1.3k across the 33 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★ 13 cited
Multi-Path Feedback Recurrent Neural Network for Scene Parsing
Xiaojie Jin, Yunpeng Chen, Jiashi Feng +2
In this paper, we consider the scene parsing problem and propose a novel Multi-Path Feedback recurrent neural network (MPF-RNN) for parsing scene images. MPF-RNN can enhance the ca…
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…