| Adversarial Robustness through Local Linearization | 2 | 0.36 | 2019 |
| Learning dynamic polynomial proofs. | 0 | 0.34 | 2019 |
| Are Labels Required for Improving Adversarial Robustness? | 0 | 0.34 | 2019 |
| Are Labels Required for Improving Adversarial Robustness? | 6 | 0.41 | 2019 |
| Adversarial vulnerability for any classifier. | 20 | 0.74 | 2018 |
| Robustness of classifiers to uniform đp and Gaussian noise. | 0 | 0.34 | 2018 |
| Robustness of classifiers to uniform $\ell_p$ and Gaussian noise. | 1 | 0.36 | 2018 |
| Verification of deep probabilistic models. | 2 | 0.38 | 2018 |
| Robustness of Classifiers to Universal Perturbations: A Geometric Perspective | 5 | 0.38 | 2018 |
| Robustness Via Curvature Regularization, And Vice Versa | 9 | 0.49 | 2018 |
| The Robustness of Deep Networks: A Geometrical Perspective. | 21 | 0.90 | 2017 |
| Classification regions of deep neural networks. | 15 | 0.70 | 2017 |
| Analysis of universal adversarial perturbations. | 17 | 0.72 | 2017 |
| Universal Adversarial Perturbations | 166 | 5.49 | 2017 |
| Image inpainting through neural networks hallucinations | 1 | 0.35 | 2016 |
| Measuring the effect of nuisance variables on classifiers. | 1 | 0.35 | 2016 |
| Structured Dimensionality Reduction for Additive Model Regression | 0 | 0.34 | 2016 |
| Robustness of classifiers: from adversarial to random noise. | 22 | 0.94 | 2016 |
| Multi-task additive models with shared transfer functions based on dictionary learning | 0 | 0.34 | 2015 |
| Analysis of classifiers' robustness to adversarial perturbations. | 61 | 5.28 | 2015 |
| Manitest: Are classifiers really invariant? | 8 | 1.95 | 2015 |
| Deepfool: A Simple And Accurate Method To Fool Deep Neural Networks | 392 | 13.49 | 2015 |
| Dictionary learning for fast classification based on soft-thresholding. | 12 | 0.57 | 2014 |
| Image registration with sparse approximations in parametric dictionaries | 3 | 0.52 | 2013 |
| Classification of unions of subspaces with sparse representations | 1 | 0.38 | 2013 |
| A Geometric Framework For Registration Of Sparse Images | 1 | 0.35 | 2013 |
