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

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Swapout: Learning an ensemble of deep architectures

arXiv e-Print archive - 2016 via arXiv

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

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arXiv e-Print archive - 2016 via arXiv

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

Using Fast Weights to Attend to the Recent Past

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

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arXiv e-Print archive - 2016 via arXiv

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

One-shot Learning with Memory-Augmented Neural Networks

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Keywords: cs.LG

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arXiv e-Print archive - 2016 via arXiv

Keywords: cs.LG

Stochastic Backpropagation through Mixture Density Distributions

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Keywords: cs.NE

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arXiv e-Print archive - 2016 via arXiv

Keywords: cs.NE

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

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Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Reward Augmented Maximum Likelihood for Neural Structured Prediction

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Keywords: cs.LG

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arXiv e-Print archive - 2016 via arXiv

Keywords: cs.LG

Deep Learning with Separable Convolutions

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Keywords: cs.CV

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arXiv e-Print archive - 2016 via arXiv

Keywords: cs.CV

Adaptive Computation Time for Recurrent Neural Networks

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Ensemble Robustness of Deep Learning Algorithms

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Learning Representations for Counterfactual Inference

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Sequence-to-Sequence Learning as Beam-Search Optimization

arXiv e-Print archive - 2016 via arXiv

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

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arXiv e-Print archive - 2016 via arXiv

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

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

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Latent Predictor Networks for Code Generation

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Variational inference for Monte Carlo objectives

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Systematic evaluation of CNN advances on the ImageNet

arXiv e-Print archive - 2016 via arXiv

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

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arXiv e-Print archive - 2016 via arXiv

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

Cooperative Inverse Reinforcement Learning

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Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Globally Normalized Transition-Based Neural Networks

arXiv e-Print archive - 2016 via arXiv

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

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arXiv e-Print archive - 2016 via 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 arXiv

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

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arXiv e-Print archive - 2016 via arXiv

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

Learning to Track at 100 FPS with Deep Regression Networks

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

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arXiv e-Print archive - 2016 via arXiv

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

Sequential Neural Models with Stochastic Layers

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Keywords: stat.ML, cs.LG

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arXiv e-Print archive - 2016 via 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 arXiv

Keywords: cs.LG

SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient

arXiv e-Print archive - 2016 via arXiv

Keywords: cs.LG, cs.AI

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arXiv e-Print archive - 2016 via arXiv

Keywords: cs.LG, cs.AI

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

arXiv e-Print archive - 2016 via arXiv

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

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arXiv e-Print archive - 2016 via arXiv

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

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

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Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Contextual LSTM (CLSTM) models for Large scale NLP tasks

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Building Machines That Learn and Think Like People

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

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

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Asynchronous Methods for Deep Reinforcement Learning

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Towards Multi-Agent Communication-Based Language Learning

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

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arXiv e-Print archive - 2016 via arXiv

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

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

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Keywords: cs.LG, cs.CV

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arXiv e-Print archive - 2016 via arXiv

Keywords: cs.LG, cs.CV

Stuck in a What? Adventures in Weight Space

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Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Understanding Visual Concepts with Continuation Learning

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Joint Stochastic Approximation learning of Helmholtz Machines

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

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

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

A Differentiable Transition Between Additive and Multiplicative Neurons

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Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Resnet in Resnet: Generalizing Residual Architectures

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Hardware-oriented Approximation of Convolutional Neural Networks

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Sentence Level Recurrent Topic Model: Letting Topics Speak for Themselves

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Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Recurrent Memory Network for Language Modeling

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Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

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

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

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

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

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

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

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

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Recurrent Highway Networks

arXiv e-Print archive - 2016 via arXiv

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

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arXiv e-Print archive - 2016 via arXiv

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

A Convolutional Attention Network for Extreme Summarization of Source Code

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Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

A Model Explanation System: Latest Updates and Extensions

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Deep Image Retrieval: Learning global representations for image search

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

Fully-Convolutional Siamese Networks for Object Tracking

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Keywords: cs.CV

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arXiv e-Print archive - 2016 via arXiv

Keywords: cs.CV

Clockwork Convnets for Video Semantic Segmentation

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Keywords: cs.CV

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arXiv e-Print archive - 2016 via arXiv

Keywords: cs.CV

Convolutional Random Walk Networks for Semantic Image Segmentation

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Keywords: dblp

arXiv e-Print archive - 2016 via Bibsonomy

Keywords: dblp

A Search for Stellar-Mass Black Holes via Astrometric Microlensing

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Keywords: astro-ph.SR

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arXiv e-Print archive - 2016 via arXiv

Keywords: astro-ph.SR

Key-Value Memory Networks for Directly Reading Documents

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Keywords: cs.CL

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arXiv e-Print archive - 2016 via arXiv

Keywords: cs.CL

Decoupled Neural Interfaces using Synthetic Gradients

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Keywords: cs.LG

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arXiv e-Print archive - 2016 via arXiv

Keywords: cs.LG

An overview of gradient descent optimization algorithms

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Keywords: cs.LG

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arXiv e-Print archive - 2016 via arXiv

Keywords: cs.LG

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