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Effective Estimation of Deep Generative Language Models

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Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network

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Direct Fitting of Gaussian Mixture Models

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SPEAK YOUR MIND! Towards Imagined Speech Recognition With Hierarchical Deep Learning

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Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders

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Neural Rerendering in the Wild

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Unsupervised Recurrent Neural Network Grammars

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Speech Model Pre-training for End-to-End Spoken Language Understanding

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PaintBot: A Reinforcement Learning Approach for Natural Media Painting

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Exploring Randomly Wired Neural Networks for Image Recognition

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HoloGAN: Unsupervised learning of 3D representations from natural images

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Auto-Embedding Generative Adversarial Networks for High Resolution Image Synthesis

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ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection

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Musical Tempo and Key Estimation using Convolutional Neural Networks with Directional Filters

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Weight Standardization

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What are the biases in my word embedding?

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Counterpoint by Convolution

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Smart, Deep Copy-Paste

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Stochastic Beams and Where to Find Them: The Gumbel-Top-k Trick for Sampling Sequences Without Replacement

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Stealing Hyperparameters in Machine Learning

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