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Titlebook: Neural Information Processing; 24th International C Derong Liu,Shengli Xie,El-Sayed M. El-Alfy Conference proceedings 2017 Springer Interna

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Two-Stage Temporal Multimodal Learning for Speaker and Speech Recognitiondel the temporal information in multimodal sequences. At the first learning stage, static representative features are extracted from each modality at every time step. Then joint representations across various modalities are effectively learned within a joint fusion layer. The second one is to transf
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SLICE: Structural and Label Information Combined Embedding for Networksch encodes local or global network structures. While these methods show improvements over traditional representations on node classification tasks, they ignore label information until the learnt embeddings are used for training classifier. That is, the process of representation learning is separated
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Combating Adversarial Inputs Using a Predictive-Estimator Networkield a classification with a high confidence. But perception is a two-way process, involving the interplay between feedforward sensory input and feedback expectations. In this paper, we construct a predictive estimator (PE) network, incorporating generative (predictive) feedback, and show that the P
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