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Generative Adversarial Text to Image Synthesis

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Order-Embeddings of Images and Language

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A Decomposable Attention Model for Natural Language Inference

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Stacked Approximated Regression Machine: A Simple Deep Learning Approach

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Stacked Approximated Regression Machine: A Simple Deep Learning Approach

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Stacked Approximated Regression Machine: A Simple Deep Learning Approach

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Stacked Approximated Regression Machine: A Simple Deep Learning Approach

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Stacked Approximated Regression Machine: A Simple Deep Learning Approach

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Why does deep and cheap learning work so well?

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An Ensemble Method to Produce High-Quality Word Embeddings

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Why does deep and cheap learning work so well?

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Multimodal Residual Learning for Visual QA

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Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis

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Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations

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Recurrent Dropout without Memory Loss

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Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning

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Multimodal Residual Learning for Visual QA

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Why does deep and cheap learning work so well?

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Machine Comprehension Using Match-LSTM and Answer Pointer

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Neural versus Phrase-Based Machine Translation Quality: a Case Study

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