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Using Fast Weights to Attend to the Recent Past

arXiv e-Print archive - 2016 via Local arXiv

Keywords: stat.ML, cs.LG, cs.NE

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: stat.ML, cs.LG, cs.NE

Attend, Infer, Repeat: Fast Scene Understanding with Generative Models

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Stochastic Backpropagation through Mixture Density Distributions

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.NE

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.NE

One-shot Learning with Memory-Augmented Neural Networks

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG

Swapout: Learning an ensemble of deep architectures

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV, cs.LG, cs.NE

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV, cs.LG, cs.NE

Matching Networks for One Shot Learning

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Towards a Neural Statistician

arXiv e-Print archive - 2016 via Local arXiv

Keywords: stat.ML, cs.LG

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: stat.ML, cs.LG

Alzheimer's Disease Diagnostics by Adaptation of 3D Convolutional Network

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Reward Augmented Maximum Likelihood for Neural Structured Prediction

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG

Learning Representations for Counterfactual Inference

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Sequence-to-Sequence Learning as Beam-Search Optimization

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.LG, cs.NE, stat.ML

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.LG, cs.NE, stat.ML

SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.AI

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.AI

Deep Learning with Separable Convolutions

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Keywords: cs.CV

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation

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Keywords: cs.CV

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

RandomOut: Using a convolutional gradient norm to win The Filter Lottery

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Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Adaptive Computation Time for Recurrent Neural Networks

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Ensemble Robustness of Deep Learning Algorithms

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Variational inference for Monte Carlo objectives

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Asynchronous Methods for Deep Reinforcement Learning

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Feature Pyramid Networks for Object Detection

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Latent Predictor Networks for Code Generation

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Systematic evaluation of CNN advances on the ImageNet

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.NE, cs.CV, cs.LG

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.NE, cs.CV, cs.LG

Cooperative Inverse Reinforcement Learning

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Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Globally Normalized Transition-Based Neural Networks

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.LG, cs.NE

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.LG, cs.NE

Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.LG, cs.NE

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.LG, cs.NE

Learning to Track at 100 FPS with Deep Regression Networks

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV, cs.AI, cs.LG, cs.RO

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV, cs.AI, cs.LG, cs.RO

Sequential Neural Models with Stochastic Layers

arXiv e-Print archive - 2016 via Local arXiv

Keywords: stat.ML, cs.LG

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: stat.ML, cs.LG

SoftTarget Regularization: An Effective Technique to Reduce Over-Fitting in Neural Networks

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Keywords: cs.LG

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG

Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.AI, cs.LG

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.AI, cs.LG

Conditional Image Generation with PixelCNN Decoders

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV, cs.LG

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV, cs.LG

Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Improved Techniques for Training GANs

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Neural Architecture Search with Reinforcement Learning

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.AI, cs.NE

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.AI, cs.NE

Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

WebNav: A New Large-Scale Task for Natural Language based Sequential Decision Making

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Contextual LSTM (CLSTM) models for Large scale NLP tasks

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Building Machines That Learn and Think Like People

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <1MB model size

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Exploring the Limits of Language Modeling

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Discovering Causal Signals in Images

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

A Convolutional Attention Network for Extreme Summarization of Source Code

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Towards Multi-Agent Communication-Based Language Learning

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.CV, cs.LG

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.CV, cs.LG

End-to-End Instance Segmentation and Counting with Recurrent Attention

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.CV

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.CV

Dynamic Memory Networks for Visual and Textual Question Answering

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.NE, cs.CL, cs.CV

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.NE, cs.CL, cs.CV

How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Bag of Tricks for Efficient Text Classification

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Keywords: cs.CL

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL

Neural Tree Indexers for Text Understanding

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.LG, stat.ML

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.LG, stat.ML

The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, stat.ML

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, stat.ML

Professor Forcing: A New Algorithm for Training Recurrent Networks

arXiv e-Print archive - 2016 via Local arXiv

Keywords: stat.ML, cs.LG

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: stat.ML, cs.LG

Fully Character-Level Neural Machine Translation without Explicit Segmentation

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.LG

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.LG

Incorporating Copying Mechanism in Sequence-to-Sequence Learning

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.AI, cs.LG, cs.NE

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.AI, cs.LG, cs.NE

Sample Efficient Actor-Critic with Experience Replay

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Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Building Machines That Learn and Think Like People

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.AI, cs.CV, cs.LG, cs.NE, stat.ML

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.AI, cs.CV, cs.LG, cs.NE, stat.ML

Generating Images with Perceptual Similarity Metrics based on Deep Networks

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Keywords: cs.LG, cs.CV, cs.NE

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.CV, cs.NE

Stuck in a What? Adventures in Weight Space

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Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Understanding Visual Concepts with Continuation Learning

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Joint Stochastic Approximation learning of Helmholtz Machines

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

A Differentiable Transition Between Additive and Multiplicative Neurons

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Resnet in Resnet: Generalizing Residual Architectures

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Hardware-oriented Approximation of Convolutional Neural Networks

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Sentence Level Recurrent Topic Model: Letting Topics Speak for Themselves

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Recurrent Memory Network for Language Modeling

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

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

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

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Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

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Bridging the Gaps Between Residual Learning, Recurrent Neural Networks and Visual Cortex

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Recurrent Highway Networks

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.CL, cs.NE

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.CL, cs.NE