arXiv is an e-print service in the fields of physics, mathematics, computer science, quantitative biology, quantitative finance and statistics.

Variational Inference with Normalizing Flows

arXiv e-Print archive - 2015 via Local arXiv

Keywords: stat.ML, cs.AI, cs.LG, stat.CO, stat.ME

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arXiv e-Print archive - 2015 via Local arXiv

Keywords: stat.ML, cs.AI, cs.LG, stat.CO, stat.ME

Understanding Adversarial Training: Increasing Local Stability of Neural Nets through Robust Optimization

arXiv e-Print archive - 2015 via Local arXiv

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

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arXiv e-Print archive - 2015 via Local arXiv

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

Distributional Smoothing with Virtual Adversarial Training

arXiv e-Print archive - 2015 via Local arXiv

Keywords: stat.ML, cs.LG

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arXiv e-Print archive - 2015 via Local arXiv

Keywords: stat.ML, cs.LG

The Limitations of Deep Learning in Adversarial Settings

arXiv e-Print archive - 2015 via Local arXiv

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

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arXiv e-Print archive - 2015 via Local arXiv

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

Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks

arXiv e-Print archive - 2015 via Local arXiv

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

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arXiv e-Print archive - 2015 via Local arXiv

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

Autoencoding beyond pixels using a learned similarity metric

arXiv e-Print archive - 2015 via Local arXiv

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

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arXiv e-Print archive - 2015 via Local arXiv

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

Early Inference in Energy-Based Models Approximates Back-Propagation

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.LG

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arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.LG

Learning Continuous Control Policies by Stochastic Value Gradients

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.LG, cs.NE

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arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.LG, cs.NE

On Using Monolingual Corpora in Neural Machine Translation

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Learning to Diagnose with LSTM Recurrent Neural Networks

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Doctor AI: Predicting Clinical Events via Recurrent Neural Networks

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

U-Net: Convolutional Networks for Biomedical Image Segmentation

Medical Image Computing and Computer Assisted Interventions Conference - 2015 via Local Bibsonomy

Keywords: dblp

Medical Image Computing and Computer Assisted Interventions Conference - 2015 via Local Bibsonomy

Keywords: dblp

FlowNet: Learning Optical Flow with Convolutional Networks

International Conference on Computer Vision - 2015 via Local Bibsonomy

Keywords: dblp

International Conference on Computer Vision - 2015 via Local Bibsonomy

Keywords: dblp

Multi-Scale Context Aggregation by Dilated Convolutions

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Multi-view Face Detection Using Deep Convolutional Neural Networks

ACM ICMR - 2015 via Local Bibsonomy

Keywords: dblp

ACM ICMR - 2015 via Local Bibsonomy

Keywords: dblp

Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.LG

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arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.LG

A Neural Algorithm of Artistic Style

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.CV, cs.NE, q-bio.NC

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arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.CV, cs.NE, q-bio.NC

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.LG, cs.CV

more

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.LG, cs.CV

Generative Moment Matching Networks

International Conference on Machine Learning - 2015 via Local Bibsonomy

Keywords: dblp

International Conference on Machine Learning - 2015 via Local Bibsonomy

Keywords: dblp

Conditional Random Fields as Recurrent Neural Networks

International Conference on Computer Vision - 2015 via Local Bibsonomy

Keywords: dblp

International Conference on Computer Vision - 2015 via Local Bibsonomy

Keywords: dblp

Distilling the Knowledge in a Neural Network

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Deep Compositional Question Answering with Neural Module Networks

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Delving Deeper into Convolutional Networks for Learning Video Representations

arXiv e-Print archive - 2015 via Local arXiv

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

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arXiv e-Print archive - 2015 via Local arXiv

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

DenseCap: Fully Convolutional Localization Networks for Dense Captioning

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.CV, cs.LG

more

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.CV, cs.LG

Deep multi-scale video prediction beyond mean square error

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Evaluating the visualization of what a Deep Neural Network has learned

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Visualizing Deep Convolutional Neural Networks Using Natural Pre-Images

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.CV, 68T45

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arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.CV, 68T45

Addressing the Rare Word Problem in Neural Machine Translation

Association for Computational Linguistics - 2015 via Local Bibsonomy

Keywords: dblp

Association for Computational Linguistics - 2015 via Local Bibsonomy

Keywords: dblp

Generating Sentences from a Continuous Space

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.LG, cs.CL

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arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.LG, cs.CL

Deep Reinforcement Learning with a Natural Language Action Space

arXiv e-Print archive - 2015 via Local arXiv

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

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arXiv e-Print archive - 2015 via Local arXiv

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

Exploiting local features from deep networks for image retrieval

Conference and Computer Vision and Pattern Recognition - 2015 via Local Bibsonomy

Keywords: dblp

Conference and Computer Vision and Pattern Recognition - 2015 via Local Bibsonomy

Keywords: dblp

Learning both Weights and Connections for Efficient Neural Networks

arXiv e-Print archive - 2015 via Local arXiv

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

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arXiv e-Print archive - 2015 via Local arXiv

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

Skip-Thought Vectors

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

Towards Dropout Training for Convolutional Neural Networks

arXiv e-Print archive - 2015 via Local arXiv

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

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arXiv e-Print archive - 2015 via Local arXiv

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

FaceNet: A Unified Embedding for Face Recognition and Clustering

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.CV

more

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.CV

Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.CL, cs.LG

more

arXiv e-Print archive - 2015 via Local arXiv

Keywords: cs.CL, cs.LG

Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks

arXiv e-Print archive - 2015 via Local arXiv

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

more

arXiv e-Print archive - 2015 via Local arXiv

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

Generative Image Modeling Using Spatial LSTMs

arXiv e-Print archive - 2015 via Local arXiv

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

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arXiv e-Print archive - 2015 via Local arXiv

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

Learning to Segment Object Candidates

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

How (not) to Train your Generative Model: Scheduled Sampling, Likelihood, Adversary?

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Winner-Take-All Autoencoders

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

End-To-End Memory Networks

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

Alternative structures for character-level RNNs

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Attention with Intention for a Neural Network Conversation Model

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

A Diversity-Promoting Objective Function for Neural Conversation Models

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Document Embedding with Paragraph Vectors

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Learning Document Embeddings by Predicting N-grams for Sentiment Classification of Long Movie Reviews

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Multilingual Language Processing From Bytes

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Multi-task Sequence to Sequence Learning

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

A Neural Attention Model for Abstractive Sentence Summarization

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

A Neural Network Approach to Context-Sensitive Generation of Conversational Responses

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

On Using Very Large Target Vocabulary for Neural Machine Translation

Association for Computational Linguistics - 2015 via Local Bibsonomy

Keywords: dblp

Association for Computational Linguistics - 2015 via Local Bibsonomy

Keywords: dblp

ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Semi-supervised Sequence Learning

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

Keywords: dblp

A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Show, Attend and Tell: Neural Image Caption Generation with Visual Attention

International Conference on Machine Learning - 2015 via Local Bibsonomy

Keywords: dblp

International Conference on Machine Learning - 2015 via Local Bibsonomy

Keywords: dblp

Strategies for Training Large Vocabulary Neural Language Models

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Target-Dependent Sentiment Classification with Long Short Term Memory

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Text Understanding from Scratch

CoRR - 2015 via Local Bibsonomy

Keywords: thema, deep_learning, thema:convolutional_neural_networks, language_model

CoRR - 2015 via Local Bibsonomy

Keywords: thema, deep_learning, thema:convolutional_neural_networks, language_model

A Unified Tagging Solution: Bidirectional LSTM Recurrent Neural Network with Word Embedding

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

GradNets: Dynamic Interpolation Between Neural Architectures

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

Fixed Point Quantization of Deep Convolutional Networks

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2015 via Local Bibsonomy

Keywords: dblp