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One-shot Learning with Memory-Augmented Neural Networks

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Learning Convolutional Neural Networks for Graphs

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Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health

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Movie Description

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Multi-Scale Context Aggregation by Dilated Convolutions

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Learning Action Maps of Large Environments via First-Person Vision

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Artistic style transfer for videos

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End to End Learning for Self-Driving Cars

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Ask Me Anything: Dynamic Memory Networks for Natural Language Processing | Dynamic Memory Networks for Visual and Textual Question Answering

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One-Shot Generalization in Deep Generative Models

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Understanding How Image Quality Affects Deep Neural Networks

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Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles

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Neural Programmer-Interpreters

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Recurrent Batch Normalization

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Building Machines That Learn and Think Like People

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Revisiting Distributed Synchronous SGD

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Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models

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Recurrent Batch Normalization

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Visualizing and Understanding Neural Models in NLP | A Diversity-Promoting Objective Function for Neural Conversation Models

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Dynamic Memory Networks for Visual and Textual Question Answering

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