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Women also Snowboard: Overcoming Bias in Captioning Models (Extended Abstract)

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

Learning to Count Objects in Natural Images for Visual Question Answering

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

MnasNet: Platform-Aware Neural Architecture Search for Mobile

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Data-Efficient Hierarchical 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

Recurrent World Models Facilitate Policy Evolution

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

Junction Tree Variational Autoencoder for Molecular Graph Generation

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Low Frequency Adversarial Perturbation

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

Semantic Adversarial Examples

Conference and Computer Vision and Pattern Recognition - 2018 via Local CrossRef

Keywords:

Conference and Computer Vision and Pattern Recognition - 2018 via Local CrossRef

Keywords:

Sensitivity and Generalization in Neural Networks: an Empirical Study

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels

Neural Information Processing Systems Conference - 2018 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 2018 via Local Bibsonomy

Keywords: dblp

Progress & Compress: A scalable framework for 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

19 dubious ways to compute the marginal likelihood of a phylogenetic tree topology

arXiv e-Print archive - 2018 via Local arXiv

Keywords: q-bio.PE, stat.CO

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: q-bio.PE, stat.CO

Rao-Blackwellized Stochastic Gradients for Discrete Distributions

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

MultiPoseNet: Fast Multi-Person Pose Estimation Using Pose Residual Network

Computer Vision – ECCV 2018 - 2018 via Local CrossRef

Keywords:

Computer Vision – ECCV 2018 - 2018 via Local CrossRef

Keywords:

WAIC, but Why? Generative Ensembles for Robust Anomaly Detection

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

Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering

Conference and Computer Vision and Pattern Recognition - 2018 via Local CrossRef

Keywords:

Conference and Computer Vision and Pattern Recognition - 2018 via Local CrossRef

Keywords:

Sanity Checks for Saliency Maps

Neural Information Processing Systems Conference - 2018 via Local Bibsonomy

Keywords: dblp

Neural Information Processing Systems Conference - 2018 via Local Bibsonomy

Keywords: dblp

Second-Order Adversarial Attack and Certifiable Robustness

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Certified Robustness to Adversarial Examples with Differential Privacy

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

On the Effectiveness of Interval Bound Propagation for Training Verifiably Robust Models

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

Deep-RBF Networks Revisited: Robust Classification with Rejection

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Neural Networks with Structural Resistance to Adversarial Attacks

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples

International Conference on Learning Representations - 2018 via Local Bibsonomy

Keywords: dblp

International Conference on Learning Representations - 2018 via Local Bibsonomy

Keywords: dblp

On the importance of single directions for generalization

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Improving Transferability of Adversarial Examples with Input Diversity

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

Beyond Pixel Norm-Balls: Parametric Adversaries using an Analytically Differentiable Renderer

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Breaking Transferability of Adversarial Samples with Randomness

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Cost-Sensitive Robustness against Adversarial Examples

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Black-box Adversarial Attacks with Limited Queries and Information

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CV, cs.CR, 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 Dropout for Supervised and Semi-Supervised Learning

AAAI Conference on Artificial Intelligence - 2018 via Local Bibsonomy

Keywords: dblp

AAAI Conference on Artificial Intelligence - 2018 via Local Bibsonomy

Keywords: dblp

Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks

Springer RAID - 2018 via Local Bibsonomy

Keywords: dblp

Springer RAID - 2018 via Local Bibsonomy

Keywords: dblp

On the Geometry of Adversarial Examples

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

The Limitations of Model Uncertainty in Adversarial Settings

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

The Secret Sharer: Measuring Unintended Neural Network Memorization & Extracting Secrets

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Playing the Game of Universal Adversarial Perturbations

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

Are adversarial examples inevitable?

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Fortified Networks: Improving the Robustness of Deep Networks by Modeling the Manifold of Hidden Representations

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Towards the first adversarially robust neural network model on MNIST

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

Generating Natural Adversarial Examples

International Conference on Learning Representations - 2018 via Local Bibsonomy

Keywords: dblp

International Conference on Learning Representations - 2018 via Local Bibsonomy

Keywords: dblp

Adversarial Training Versus Weight Decay

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

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

Model-Based Reinforcement Learning via Meta-Policy Optimization

Conference on Robot Learning - 2018 via Local Bibsonomy

Keywords: dblp

Conference on Robot Learning - 2018 via Local Bibsonomy

Keywords: dblp

Explaining Image Classifiers by Counterfactual 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

Temporal Difference Variational Auto-Encoder

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Meta-Learning Update Rules for Unsupervised Representation Learning

arXiv e-Print archive - 2018 via Local arXiv

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

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arXiv e-Print archive - 2018 via Local arXiv

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

Learning to Navigate in Cities Without a Map

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Systematic Generalization: What Is Required and Can It Be Learned?

arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CL, cs.AI

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arXiv e-Print archive - 2018 via Local arXiv

Keywords: cs.CL, cs.AI

Diversity is All You Need: Learning Skills without a Reward Function

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

arXiv e-Print archive - 2018 via Local Bibsonomy

Keywords: dblp

Exploration by Random Network Distillation

- 2018 via Local Bibsonomy

Keywords: reinforcement-learning

- 2018 via Local Bibsonomy

Keywords: reinforcement-learning

Effective Ways to Build and Evaluate Individual Survival Distributions

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

On the Suitability of Lp-Norms for Creating and Preventing Adversarial Examples

Conference and Computer Vision and Pattern Recognition - 2018 via Local Bibsonomy

Keywords: dblp

Conference and Computer Vision and Pattern Recognition - 2018 via Local Bibsonomy

Keywords: dblp

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