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

Decoupled Weight Decay Regularization

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG, cs.NE, math.OC

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG, cs.NE, math.OC

The Marginal Value of Adaptive Gradient Methods in Machine Learning

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

Analyzing the Robustness of Nearest Neighbors to Adversarial Examples

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

On Calibration of Modern Neural Networks

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG

Interpretation of Neural Networks is Fragile

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

Attacking the Madry Defense Model with $L_1$-based Adversarial Examples

arXiv e-Print archive - 2017 via Local arXiv

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

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arXiv e-Print archive - 2017 via Local arXiv

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

Geometric robustness of deep networks: analysis and improvement

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

Provable defenses against adversarial examples via the convex outer adversarial polytope

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

Progressive Growing of GANs for Improved Quality, Stability, and Variation

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG, stat.ML

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG, stat.ML

TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV

Temporal Action Detection with Structured Segment Networks

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV

One pixel attack for fooling deep neural networks

arXiv e-Print archive - 2017 via Local arXiv

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

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arXiv e-Print archive - 2017 via Local arXiv

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

AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV

Visualizing the Loss Landscape of Neural Nets

arXiv e-Print archive - 2017 via Local arXiv

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

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arXiv e-Print archive - 2017 via Local arXiv

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

Emergence of Grounded Compositional Language in Multi-Agent Populations

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.AI, cs.CL

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.AI, cs.CL

$S^4$Net: Single Stage Salient-Instance Segmentation

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV

The Do's and Don'ts for CNN-based Face Verification

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV

Deep Extreme Cut: From Extreme Points to Object Segmentation

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV

Learning with Opponent-Learning Awareness

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.AI, cs.GT

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.AI, cs.GT

Learning by Asking Questions

arXiv e-Print archive - 2017 via Local arXiv

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

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arXiv e-Print archive - 2017 via Local arXiv

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

Embodied Question Answering

arXiv e-Print archive - 2017 via Local arXiv

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

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arXiv e-Print archive - 2017 via Local arXiv

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

Adversarial Attacks on Neural Network Policies

arXiv e-Print archive - 2017 via Local arXiv

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

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arXiv e-Print archive - 2017 via Local arXiv

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

Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning

arXiv e-Print archive - 2017 via Local arXiv

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

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arXiv e-Print archive - 2017 via Local arXiv

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

Adversarial Examples: Attacks and Defenses for Deep Learning

arXiv e-Print archive - 2017 via Local arXiv

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

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arXiv e-Print archive - 2017 via Local arXiv

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

Detecting Adversarial Samples from Artifacts

arXiv e-Print archive - 2017 via Local arXiv

Keywords: stat.ML, cs.LG

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: stat.ML, cs.LG

Adversarial Examples Are Not Easily Detected: Bypassing Ten Detection Methods

arXiv e-Print archive - 2017 via Local arXiv

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

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arXiv e-Print archive - 2017 via Local arXiv

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

On the (Statistical) Detection of Adversarial Examples

arXiv e-Print archive - 2017 via Local arXiv

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

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arXiv e-Print archive - 2017 via Local arXiv

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

Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients

arXiv e-Print archive - 2017 via Local arXiv

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

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arXiv e-Print archive - 2017 via Local arXiv

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

Biologically inspired protection of deep networks from adversarial attacks

arXiv e-Print archive - 2017 via Local arXiv

Keywords: stat.ML, cs.LG, q-bio.NC

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: stat.ML, cs.LG, q-bio.NC

Feature Squeezing: Detecting Adversarial Examples in Deep Neural Networks

arXiv e-Print archive - 2017 via Local arXiv

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

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arXiv e-Print archive - 2017 via Local arXiv

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

Certifying Some Distributional Robustness with Principled Adversarial Training

arXiv e-Print archive - 2017 via Local arXiv

Keywords: stat.ML, cs.LG

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: stat.ML, cs.LG

Efficient Defenses Against Adversarial Attacks

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG

Towards Robust Neural Networks via Random Self-ensemble

arXiv e-Print archive - 2017 via Local arXiv

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

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arXiv e-Print archive - 2017 via Local arXiv

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

Towards Reverse-Engineering Black-Box Neural Networks

arXiv e-Print archive - 2017 via Local arXiv

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

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arXiv e-Print archive - 2017 via Local arXiv

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

Comment on "Biologically inspired protection of deep networks from adversarial attacks"

arXiv e-Print archive - 2017 via Local arXiv

Keywords: stat.ML, cs.LG, q-bio.NC

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: stat.ML, cs.LG, q-bio.NC

ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models

arXiv e-Print archive - 2017 via Local arXiv

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

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arXiv e-Print archive - 2017 via Local arXiv

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

Adversarial Robustness: Softmax versus Openmax

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV

A Rotation and a Translation Suffice: Fooling CNNs with Simple Transformations

arXiv e-Print archive - 2017 via Local arXiv

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

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arXiv e-Print archive - 2017 via Local arXiv

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

NO Need to Worry about Adversarial Examples in Object Detection in Autonomous Vehicles

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV, cs.AI, cs.CR

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV, cs.AI, cs.CR

Towards Deep Learning Models Resistant to Adversarial Attacks

arXiv e-Print archive - 2017 via Local arXiv

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

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arXiv e-Print archive - 2017 via Local arXiv

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

Ensemble Adversarial Training: Attacks and Defenses

arXiv e-Print archive - 2017 via Local arXiv

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

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arXiv e-Print archive - 2017 via Local arXiv

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

Prototypical Networks for Few-shot Learning

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG, stat.ML

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG, stat.ML

Word Translation Without Parallel Data

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CL

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CL

Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG, cs.AI

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG, cs.AI

Learned in Translation: Contextualized Word Vectors

arXiv e-Print archive - 2017 via Local arXiv

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

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arXiv e-Print archive - 2017 via Local arXiv

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

Neural Discrete Representation Learning

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG

The Trimmed Lasso: Sparsity and Robustness

arXiv e-Print archive - 2017 via Local arXiv

Keywords: stat.ME, math.OC, math.ST, stat.CO, stat.ML, stat.TH

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: stat.ME, math.OC, math.ST, stat.CO, stat.ML, stat.TH

Focal Loss for Dense Object Detection

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CV

Decomposition of Uncertainty in Bayesian Deep Learning for Efficient and Risk-sensitive Learning

arXiv e-Print archive - 2017 via Local arXiv

Keywords: stat.ML, cs.LG

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: stat.ML, cs.LG

Enhanced Experience Replay Generation for Efficient Reinforcement Learning

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.AI

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.AI

Using the Output Embedding to Improve Language Models

Association for Computational Linguistics - 2017 via Local CrossRef

Keywords:

Association for Computational Linguistics - 2017 via Local CrossRef

Keywords:

Language Generation with Recurrent Generative Adversarial Networks without Pre-training

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

Hungarian Layer: Logics Empowered Neural Architecture

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CL

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CL

Hello Edge: Keyword Spotting on Microcontrollers

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.SD, cs.CL, cs.LG, cs.NE, eess.AS

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.SD, cs.CL, cs.LG, cs.NE, eess.AS

Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural Networks with Many More Parameters than Training Data

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

mixup: Beyond Empirical Risk Minimization

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG, stat.ML

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.LG, stat.ML

High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2017 via Local Bibsonomy

Keywords: dblp

An Error-Oriented Approach to Word Embedding Pre-Training

Association for Computational Linguistics BEA@EMNLP - 2017 via Local Bibsonomy

Keywords: dblp

Association for Computational Linguistics BEA@EMNLP - 2017 via Local Bibsonomy

Keywords: dblp

Auxiliary Objectives for Neural Error Detection Models

Association for Computational Linguistics BEA@EMNLP - 2017 via Local Bibsonomy

Keywords: dblp

Association for Computational Linguistics BEA@EMNLP - 2017 via Local Bibsonomy

Keywords: dblp

Artificial Error Generation with Machine Translation and Syntactic Patterns

Association for Computational Linguistics BEA@EMNLP - 2017 via Local Bibsonomy

Keywords: dblp

Association for Computational Linguistics BEA@EMNLP - 2017 via Local Bibsonomy

Keywords: dblp

Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection

Empirical Methods on Natural Language Processing (EMNLP) - 2017 via Local Bibsonomy

Keywords: dblp

Empirical Methods on Natural Language Processing (EMNLP) - 2017 via Local Bibsonomy

Keywords: dblp

Semi-supervised Multitask Learning for Sequence Labeling

Association for Computational Linguistics - 2017 via Local Bibsonomy

Keywords: dblp

Association for Computational Linguistics - 2017 via Local Bibsonomy

Keywords: dblp

Efficient softmax approximation for GPUs

International Conference on Machine Learning - 2017 via Local Bibsonomy

Keywords: dblp

International Conference on Machine Learning - 2017 via Local Bibsonomy

Keywords: dblp

Emergent Translation in Multi-Agent Communication

arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CL, cs.AI

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arXiv e-Print archive - 2017 via Local arXiv

Keywords: cs.CL, cs.AI

Dynamic Routing Between Capsules.

Neural Information Processing Systems Conference - 2017 via Local dblp

Keywords:

Neural Information Processing Systems Conference - 2017 via Local dblp

Keywords: