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Titlebook: Advances in Neural Networks – ISNN 2019; 16th International S Huchuan Lu,Huajin Tang,Zhanshan Wang Conference proceedings 2019 Springer Nat

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楼主: Stimulant
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https://doi.org/10.1007/978-3-642-19047-6cognition, the result is almost the same as or even slightly higher than the original capsule network, and the reconstructed images also can smooth the noise. This article provides new ideas for the future optimization methods of various capsule networks.
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Trust in Online Collaborative ISother semantic information such as the named entity and part of speech information of the word are also added as input data so as to make full use of the words’ information in the corpus. We have conducted some experiments on the widely used datasets, and we got up to 3% improvement in the F1 value compared to previous optimal method.
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Community-Based Reconstruction of Society which utilizes graph convolution and self attention mechanism to predict each box as an object or redundant one. We evaluate our method on the VOC2007 dataset. The experimental results show that our method achieves a higher MAP compared with the traditional greedy NMS and the Soft NMS.
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Graph Database for Collaborative Communitiesility of conventional GAN and has very quick converge speed. We evaluate our proposed method on two multimodal emotion datasets. The experimental results demonstrate that our proposed method achieves 4.6% and 8.9% improvements of mean accuracies on classifying three and five emotions, respectively.
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Community-Based Operations Researchning procedure. The solution is given by an analytical expression, explicitly including the parameters of the problem. The resulting neural network can, if necessary, be retrained according to the usual algorithm. The method is illustrated by the example of solving a particular ordinary second-order differential equation.
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