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Deep Learning without Poor Local Minima

Neural Information Processing Systems Conference - 2016 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 2016 via Local Bibsonomy

Keywords: dblp

Learning from Simulated and Unsupervised Images through Adversarial Training

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss

Association for Computational Linguistics - 2016 via Local Bibsonomy

Keywords: dblp

Association for Computational Linguistics - 2016 via Local Bibsonomy

Keywords: dblp

Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies

TACL - 2016 via Local Bibsonomy

Keywords: dblp

TACL - 2016 via Local Bibsonomy

Keywords: dblp

Learning to Compose Words into Sentences with Reinforcement Learning

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Understanding deep learning requires rethinking generalization

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

Named Entity Recognition for Novel Types by Transfer Learning

Empirical Methods on Natural Language Processing (EMNLP) - 2016 via Local Bibsonomy

Keywords: dblp

Empirical Methods on Natural Language Processing (EMNLP) - 2016 via Local Bibsonomy

Keywords: dblp

Counter-fitting Word Vectors to Linguistic Constraints

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

Numerically Grounded Language Models for Semantic Error Correction

Empirical Methods on Natural Language Processing (EMNLP) - 2016 via Local Bibsonomy

Keywords: dblp

Empirical Methods on Natural Language Processing (EMNLP) - 2016 via Local Bibsonomy

Keywords: dblp

Variational Neural Machine Translation

Empirical Methods on Natural Language Processing (EMNLP) - 2016 via Local Bibsonomy

Keywords: dblp

Empirical Methods on Natural Language Processing (EMNLP) - 2016 via Local Bibsonomy

Keywords: dblp

Joint Extraction of Events and Entities within a Document Context

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Adversarial examples in the physical world

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV, cs.CR, cs.LG, stat.ML

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV, cs.CR, cs.LG, stat.ML

On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems

Association for Computational Linguistics - 2016 via Local Bibsonomy

Keywords: dblp

Association for Computational Linguistics - 2016 via Local Bibsonomy

Keywords: dblp

Aggregated Residual Transformations for Deep Neural Networks

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

Learning to learn by gradient descent by gradient descent

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.NE, cs.LG

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.NE, cs.LG

Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Semantic Segmentation using Adversarial Networks

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

Semi-Supervised Classification with Graph Convolutional Networks

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

Rotation equivariant vector field networks

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

Directly Modeling Missing Data in Sequences with RNNs: Improved Classification of Clinical Time Series

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

YOLO9000: Better, Faster, Stronger

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

PVANet: Lightweight Deep Neural Networks for Real-time Object Detection

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

Instance Normalization: The Missing Ingredient for Fast Stylization

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

Stacked Hourglass Networks for Human Pose Estimation

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face Detection

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

FractalNet: Ultra-Deep Neural Networks without Residuals

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Generating images with recurrent adversarial networks

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

Adversarially Learned Inference

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

Rank Ordered Autoencoders

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, stat.ML, I.2.6; I.5.1; I.4.2

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, stat.ML, I.2.6; I.5.1; I.4.2

Wide Residual Networks

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

Texture Synthesis Through Convolutional Neural Networks and Spectrum Constraints

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Semantic Style Transfer and Turning Two-Bit Doodles into Fine Artworks

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation

arXiv e-Print archive - 2016 via Local arXiv

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

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arXiv e-Print archive - 2016 via Local arXiv

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

Artistic style transfer for videos

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

Generating Images with Perceptual Similarity Metrics based on Deep Networks

arXiv e-Print archive - 2016 via Local arXiv

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

Recurrent Neural Networks for Multivariate Time Series with Missing Values

arXiv e-Print archive - 2016 via Local arXiv

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

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arXiv e-Print archive - 2016 via Local arXiv

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

End-to-End Deep Learning for Person Search

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

Network-regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery

arXiv e-Print archive - 2016 via Local arXiv

Keywords: q-bio.GN, cs.LG, stat.ML, J.3; H.2.8; G.1.6; I.5

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: q-bio.GN, cs.LG, stat.ML, J.3; H.2.8; G.1.6; I.5

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

Deep Reinforcement Learning for Dialogue Generation

Empirical Methods on Natural Language Processing (EMNLP) - 2016 via Local Bibsonomy

Keywords: dblp

Empirical Methods on Natural Language Processing (EMNLP) - 2016 via Local Bibsonomy

Keywords: dblp

Identity Mappings in Deep Residual Networks

European Conference on Computer Vision - 2016 via Local Bibsonomy

Keywords: dblp

European Conference on Computer Vision - 2016 via Local Bibsonomy

Keywords: dblp

Residual Networks are Exponential Ensembles of Relatively Shallow Networks

arXiv e-Print archive - 2016 via Local arXiv

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

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arXiv e-Print archive - 2016 via Local arXiv

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

Residual Networks of Residual Networks: Multilevel Residual Networks

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

Stacked Attention Networks for Image Question Answering

Conference and Computer Vision and Pattern Recognition - 2016 via Local Bibsonomy

Keywords: dblp

Conference and Computer Vision and Pattern Recognition - 2016 via Local Bibsonomy

Keywords: dblp

Cross-lingual Models of Word Embeddings: An Empirical Comparison

Association for Computational Linguistics - 2016 via Local Bibsonomy

Keywords: dblp

Association for Computational Linguistics - 2016 via Local Bibsonomy

Keywords: dblp

Image-to-Image Translation with Conditional Adversarial Networks

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CV

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

StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Unsupervised Learning for Physical Interaction through Video Prediction

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

Convolutional Neural Fabrics

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

An Empirical Analysis of Deep Network Loss Surfaces

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Designing Neural Network Architectures using Reinforcement Learning

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

The Mythos of Model Interpretability

arXiv e-Print archive - 2016 via Local arXiv

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

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arXiv e-Print archive - 2016 via Local arXiv

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

DelugeNets: Deep Networks with Massive and Flexible Cross-layer Information Inflows

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

PGQ: Combining policy gradient and Q-learning

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Mysteries of Visual Experience

arXiv e-Print archive - 2016 via Local arXiv

Keywords: q-bio.NC, cs.AI

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: q-bio.NC, cs.AI

Sample Efficient Actor-Critic with Experience Replay

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Wide & Deep Learning for Recommender Systems

arXiv e-Print archive - 2016 via Local arXiv

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

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arXiv e-Print archive - 2016 via Local arXiv

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

SQuAD: 100,000+ Questions for Machine Comprehension of Text

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL

Recurrent Neural Machine Translation

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL

Pointer Sentinel Mixture Models

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.AI

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL, cs.AI

Learning Online Alignments with Continuous Rewards Policy Gradient

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.CL

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.LG, cs.CL

Neural Machine Translation with Reconstruction

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CL

Neural Machine Translation with Recurrent Attention Modeling

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.NE, cs.CL

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.NE, cs.CL

Learning to Translate in Real-time with Neural Machine Translation

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