 Improving Resistance to Adversarial Deformations by Regularizing
GradientsNeurocomputing (Neurocomputing), 2020 |
 Uncertainty Estimation Using a Single Deep Deterministic Neural NetworkInternational Conference on Machine Learning (ICML), 2020 |
 The Implicit and Explicit Regularization Effects of DropoutInternational Conference on Machine Learning (ICML), 2020 |
 Gradient Regularization for Quantization RobustnessInternational Conference on Learning Representations (ICLR), 2020 |
 Topologically Densified DistributionsInternational Conference on Machine Learning (ICML), 2020 |
 Jacobian Adversarially Regularized Networks for RobustnessInternational Conference on Learning Representations (ICLR), 2019 |
 Robust learning with implicit residual networksMachine Learning and Knowledge Extraction (MLKE), 2019 |
