Ausgabe 4/2017
Inhalt (15 Artikel)
Balanced Quantization: An Effective and Efficient Approach to Quantized Neural Networks
Shu-Chang Zhou, Yu-Zhi Wang, He Wen, Qin-Yao He, Yu-Heng Zou
Objectness Region Enhancement Networks for Scene Parsing
Xin-Yu Ou, Ping Li, He-Fei Ling, Si Liu, Tian-Jiang Wang, Dan Li
Directional Edge Boxes: Exploiting Inner Normal Direction Cues for Effective Object Proposal Generation
Xiang Bai, Zheng Zhang, Hong-Yang Wang, Wei Shen
Weighted Co-Training for Cross-Domain Image Sentiment Classification
Meng Chen, Lin-Lin Zhang, Xiaohui Yu, Yang Liu
Retrieving Aerial Scene Images with Learned Deep Image-Sketch Features
Tian-Bi Jiang, Gui-Song Xia, Qi-Kai Lu, Wei-Ming Shen
Deep Multimodal Reinforcement Network with Contextually Guided Recurrent Attention for Image Question Answering
Ai-Wen Jiang, Bo Liu, Ming-Wen Wang
Neural Parse Combination
Lin-Er Yang, Mao-Song Sun, Yong Cheng, Jia-Cheng Zhang, Zheng-Hao Liu, Huan-Bo Luan, Yang Liu
Exploiting Unlabeled Data for Neural Grammatical Error Detection
Zhuo-Ran Liu, Yang Liu
Recent Advances on Neural Headline Generation
Ayana, Shi-Qi Shen, Yan-Kai Lin, Cun-Chao Tu, Yu Zhao, Zhi-Yuan Liu, Mao-Song Sun
Emphasizing Essential Words for Sentiment Classification Based on Recurrent Neural Networks
Fei Hu, Li Li, Zi-Li Zhang, Jing-Yuan Wang, Xiao-Fei Xu
Optimizing Non-Decomposable Evaluation Metrics for Neural Machine Translation
Shi-Qi Shen, Yang Liu, Mao-Song Sun
Type-Aware Question Answering over Knowledge Base with Attention-Based Tree-Structured Neural Networks
Jun Yin, Wayne Xin Zhao, Xiao-Ming Li
Relation Enhanced Neural Model for Type Classification of Entity Mentions with a Fine-Grained Taxonomy
Kai-Yuan Cui, Peng-Jie Ren, Zhu-Min Chen, Tao Lian, Jun Ma
An Experimental Study of Text Representation Methods for Cross-Site Purchase Preference Prediction Using the Social Text Data
Ting Bai, Hong-Jian Dou, Wayne Xin Zhao, Ding-Yi Yang, Ji-Rong Wen