325 citations · 720 across the 24 of their papers we have counts for
4 papers · 1 filter
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…
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…
DAG-Recurrent Neural Networks For Scene Labeling
Bing Shuai, Zhen Zuo, Gang Wang +1
In image labeling, local representations for image units are usually generated from their surrounding image patches, thus long-range contextual information is not effectively encod…
Exemplar Based Deep Discriminative and Shareable Feature Learning for Scene Image Classification
Zhen Zuo, Gang Wang, Bing Shuai +2
In order to encode the class correlation and class specific information in image representation, we propose a new local feature learning approach named Deep Discriminative and Shar…