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Jul, 2017
基于视觉注意力的无序RNN多标签分类
Order-Free RNN with Visual Attention for Multi-Label Classification
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Shang-Fu Chen, Yi-Chen Chen, Chih-Kuan Yeh, Yu-Chiang Frank Wang
TL;DR
本文提出了用于多标签分类的联合学习注意力和循环神经网络模型，可有效利用注意力和LSTM模型，并且扩展了beam搜索技术以提高效率。
Abstract
In this paper, we propose the joint learning
attention
and recurrent neural network (RNN) models for
multi-label classification
. While approaches based on the use of either model exist (e.g., for the task of imag
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