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

Deep k-Nearest Neighbors: Towards Confident, Interpretable and Robust Deep Learning

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, stat.ML

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, stat.ML

Towards Imperceptible and Robust Adversarial Example Attacks against Neural Networks

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Spatially Transformed Adversarial Examples

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Robustness of Rotation-Equivariant Networks to Adversarial Perturbations

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

ADef: an Iterative Algorithm to Construct Adversarial Deformations

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

On the Robustness of the CVPR 2018 White-Box Adversarial Example Defenses

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

There Is No Free Lunch In Adversarial Robustness (But There Are Unexpected Benefits)

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Protecting JPEG Images Against Adversarial Attacks

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Out-distribution training confers robustness to deep neural networks

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Adversarial Defense based on Structure-to-Signal Autoencoders

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Improving MMD-GAN Training with Repulsive Loss Function

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Learning a SAT Solver from Single-Bit Supervision

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Data Augmentation for Skin Lesion Analysis

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

Investigating Human Priors for Playing Video Games

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.AI, cs.LG

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.AI, cs.LG

Neural Ordinary Differential Equations

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Do Deep Generative Models Know What They Don't Know?

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.LG

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.LG

Learning Confidence for Out-of-Distribution Detection in Neural Networks

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.LG

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.LG

Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Learning Latent Dynamics for Planning from Pixels

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Gradient Reversal Against Discrimination

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

BSN: Boundary Sensitive Network for Temporal Action Proposal Generation

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

Relational Forward Models for Multi-Agent Learning

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, stat.ML

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, stat.ML

Learning to Learn without Forgetting By Maximizing Transfer and Minimizing Interference

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

On the Intriguing Connections of Regularization, Input Gradients and Transferability of Evasion and Poisoning Attacks

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.CR, stat.ML, 68T10, 68T45

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.CR, stat.ML, 68T10, 68T45

Adversarial Reprogramming of Neural Networks

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Learning Plannable Representations with Causal InfoGAN

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Intrinsic Social Motivation via Causal Influence in Multi-Agent RL

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Natural Environment Benchmarks for Reinforcement Learning

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Reward learning from human preferences and demonstrations in Atari

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Model-Based Active Exploration

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI, cs.IT, cs.NE, math.IT, stat.ML

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI, cs.IT, cs.NE, math.IT, stat.ML

Episodic Curiosity through Reachability

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Large-Scale Study of Curiosity-Driven Learning

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Multi-task Deep Reinforcement Learning with PopArt

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, stat.ML

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, stat.ML

IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG, cs.AI

Language GANs Falling Short

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CL, cs.LG

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CL, cs.LG

On the Evaluation of Common-Sense Reasoning in Natural Language Understanding

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Trellis Networks for Sequence Modeling

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CL

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CL

Optimizing Agent Behavior over Long Time Scales by Transporting Value

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.AI, cs.LG

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.AI, cs.LG

Unsupervised Learning via Meta-Learning

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Producing radiologist-quality reports for interpretable artificial intelligence

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.AI

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.AI

Compositional Obverter Communication Learning From Raw Visual Input

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Towards Robust Evaluations of Continual Learning

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.LG

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.LG

Banach Wasserstein GAN

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV, cs.LG, math.FA

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV, cs.LG, math.FA

A Comparison of Word Embeddings for the Biomedical Natural Language Processing

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.IR

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.IR

Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

The challenge of realistic music generation: modelling raw audio at scale

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.SD, cs.LG, eess.AS, stat.ML

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.SD, cs.LG, eess.AS, stat.ML

Quasi-Monte Carlo Variational Inference

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.LG

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.LG

Insights on representational similarity in neural networks with canonical correlation

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

BRUNO: A Deep Recurrent Model for Exchangeable Data

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML

Actor and Action Video Segmentation from a Sentence

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

Taskonomy: Disentangling Task Transfer Learning

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV

Certified Defenses against Adversarial Examples

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.LG

Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Adversarial Vulnerability of Neural Networks Increases With Input Dimension

arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.CV, cs.LG, 68T45, I.2.6

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: stat.ML, cs.CV, cs.LG, 68T45, I.2.6

Deep contextualized word representations

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CL

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CL