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Predicting Expressive Speaking Style From Text In End-To-End Speech Synthesis

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Variational Inference: A Review for Statisticians

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Large Batch Training of Convolutional Networks

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Large Batch Training of Convolutional Networks

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Speaker Recognition from raw waveform with SincNet

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Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four Minutes

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Variance Networks: When Expectation Does Not Meet Your Expectations

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Pangloss: Fast Entity Linking in Noisy Text Environments

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Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning

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StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing

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Copula Variational Bayes inference via information geometry

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End-to-end learning for music audio tagging at scale

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Neural Discrete Representation Learning

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A Probabilistic U-Net for Segmentation of Ambiguous Images

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Datasheets for Datasets

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Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss

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EMBER: An Open Dataset for Training Static PE Malware Machine Learning Models

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Opportunities in Machine Learning for Healthcare

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Learning a Latent Space of Multitrack Measures

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Model Selection in Time Series Analysis: Using Information Criteria as an Alternative to Hypothesis Testing

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