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01/19/2018
Composite Functional Gradient Learning of Generative Adversarial Models
Generative adversarial networks (GAN) have become popular for generating...
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08/31/2016
Convolutional Neural Networks for Text Categorization: Shallow Word-level vs. Deep Character-level
This paper reports the performances of shallow word-level convolutional ...
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02/07/2016
Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings
One-hot CNN (convolutional neural network) has been shown to be effectiv...
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04/06/2015
Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding
This paper presents a new semi-supervised framework with convolutional n...
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12/01/2014
Effective Use of Word Order for Text Categorization with Convolutional Neural Networks
Convolutional neural network (CNN) is a neural network that can make use...
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09/05/2011