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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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LSTM: A Search Space Odyssey

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Title Generation for User Generated Videos

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Deep Learning with Differential Privacy

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Quantifying and Reducing Stereotypes in Word Embeddings

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CrowdNet: A Deep Convolutional Network for Dense Crowd Counting

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Full Resolution Image Compression with Recurrent Neural Networks

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Efficient Exploration for Dialog Policy Learning with Deep BBQ Networks \& Replay Buffer Spiking

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Full Resolution Image Compression with Recurrent Neural Networks

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Decoupled Neural Interfaces using Synthetic Gradients

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SGDR: Stochastic Gradient Descent with Restarts

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TerpreT: A Probabilistic Programming Language for Program Induction

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Deep Learning without Poor Local Minima

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DeepDiary: Automatic Caption Generation for Lifelogging Image Streams

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Compositional Distributional Cognition

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