325 citations · 456 across the 3 of their papers we have counts for
3 papers
cs.CV2015★ 325 cited
Recent Advances in Convolutional Neural Networks
Jiuxiang Gu, Zhenhua Wang, Jason Kuen +9
In the last few years, deep learning has led to very good performance on a variety of problems, such as visual recognition, speech recognition and natural language processing. Amon…
cs.CV2015★ 7 cited
Learning Fine-grained Features via a CNN Tree for Large-scale Classification
Zhenhua Wang, Xingxing Wang, Gang Wang
We propose a novel approach to enhance the discriminability of Convolutional Neural Networks (CNN). The key idea is to build a tree structure that could progressively learn fine-gr…
cs.CV2015★ 124 cited
Learning Contextual Dependencies with Convolutional Hierarchical Recurrent Neural Networks
Zhen Zuo, Bing Shuai, Gang Wang +3
Existing deep convolutional neural networks (CNNs) have shown their great success on image classification. CNNs mainly consist of convolutional and pooling layers, both of which ar…