38 citations · 134 across the 12 of their papers we have counts for
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cs.NE2015★ 13 cited
A Fixed-Size Encoding Method for Variable-Length Sequences with its Application to Neural Network Language Models
Shiliang Zhang, Hui Jiang, Mingbin Xu +2
In this paper, we propose the new fixed-size ordinally-forgetting encoding (FOFE) method, which can almost uniquely encode any variable-length sequence of words into a fixed-size r…
cs.CV2015★ 19 cited
Deep Learning for Object Saliency Detection and Image Segmentation
Hengyue Pan, Bo Wang, Hui Jiang
In this paper, we propose several novel deep learning methods for object saliency detection based on the powerful convolutional neural networks. In our approach, we use a gradient…