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A Theoretical Framework for Robustness of (Deep) Classifiers against Adversarial Examples

arXiv e-Print archive - 2016 via Local arXiv

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

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arXiv e-Print archive - 2016 via Local arXiv

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

DisturbLabel: Regularizing CNN on the Loss Layer

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

Keywords:

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

Keywords:

Defensive Distillation is Not Robust to Adversarial Examples

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Robotic Grasp Detection using Deep Convolutional Neural Networks

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2016 via Local Bibsonomy

Keywords: dblp

Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs

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

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep 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

Multi-layer Representation Learning for Medical Concepts

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

Tree-to-Sequence Attentional Neural Machine Translation

Association for Computational Linguistics - 2016 via Local CrossRef

Keywords:

Association for Computational Linguistics - 2016 via Local CrossRef

Keywords:

Adversarial Diversity and Hard Positive Generation

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

Measuring Neural Net Robustness with Constraints

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

Robustness of classifiers: from adversarial to random noise

arXiv e-Print archive - 2016 via Local arXiv

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

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arXiv e-Print archive - 2016 via Local arXiv

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

A Boundary Tilting Persepective on the Phenomenon of Adversarial Examples

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

Adversarial Machine Learning at Scale

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

Delving into Transferable Adversarial Examples and Black-box Attacks

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

Universal adversarial perturbations

arXiv e-Print archive - 2016 via Local arXiv

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

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arXiv e-Print archive - 2016 via Local arXiv

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

Towards Evaluating the Robustness of Neural Networks

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CR, cs.CV

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.CR, cs.CV

Training Region-based Object Detectors with Online Hard Example Mining

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

Dual Learning for 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

Enriching Word Vectors with Subword Information

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

Least Squares Generative 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

Unrolled Generative Adversarial 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

Towards Deep Symbolic Reinforcement Learning

arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.AI, cs.LG

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arXiv e-Print archive - 2016 via Local arXiv

Keywords: cs.AI, cs.LG

Simple Black-Box Adversarial Perturbations for Deep Networks

arXiv e-Print archive - 2016 via Local arXiv

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

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arXiv e-Print archive - 2016 via Local arXiv

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

Overcoming catastrophic forgetting in neural networks

- 2016 via Local Bibsonomy

Keywords: deep-learning

- 2016 via Local Bibsonomy

Keywords: deep-learning

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

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

A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task

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

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

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

Domain-Adversarial Training of Neural Networks

Journal of Machine Learning Research - 2016 via Local Bibsonomy

Keywords: dblp

Journal of Machine Learning Research - 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

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

R-FCN: Object Detection via Region-based Fully Convolutional Networks

Neural Information Processing Systems Conference - 2016 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 2016 via Local Bibsonomy

Keywords: dblp

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

Character-based Neural Machine Translation

Association for Computational Linguistics - 2016 via Local Bibsonomy

Keywords: dblp

Association for Computational Linguistics - 2016 via Local Bibsonomy

Keywords: dblp

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

Face attribute prediction using off-the-shelf CNN features

IEEE ICB - 2016 via Local Bibsonomy

Keywords: dblp

IEEE ICB - 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

PlaNet - Photo Geolocation with Convolutional Neural Networks

European Conference on Computer Vision - 2016 via Local Bibsonomy

Keywords: dblp

European Conference on Computer Vision - 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

Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks

European Conference on Computer Vision - 2016 via Local Bibsonomy

Keywords: dblp

European Conference on Computer Vision - 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

Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis

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

Accurate Image Super-Resolution Using Very Deep Convolutional Networks

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

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