decision boundary

Finding the Homology of Decision Boundaries with Active Learning NeurIPS 2020 GeoDA: A Geometric Framework for Black-Box Adversarial Attacks CVPR 2020 Hold me tight! Influence of discriminative features on deep network boundaries NeurIPS 2020 Learning from Few Positives: a Provably Accurate Metric Learning Algorithm to Deal with Imbalanced Data IJCAI 2020 Learning with Unsure Responses AAAI 2020 MMA Training: Direct Input Space Margin Maximization through Adversarial Training ICLR 2020 Towards Understanding the Regularization of Adversarial Robustness on Neural Networks ICML 2020 Aligning Domain-Specific Distribution and Classifier for Cross-Domain Classification from Multiple Sources AAAI 2019 Computing Linear Restrictions of Neural Networks NeurIPS 2019 Controlling Neural Level Sets NeurIPS 2019 Explaining Image Classifiers by Counterfactual Generation ICLR 2019 Knowledge Distillation with Adversarial Samples Supporting Decision Boundary AAAI 2019 Learning Local Descriptors With a CDF-Based Dynamic Soft Margin ICCV 2019 Manifold Mixup: Better Representations by Interpolating Hidden States ICML 2019 Predicting the Generalization Gap in Deep Networks with Margin Distributions ICLR 2019 Robustness via Curvature Regularization, and Vice Versa CVPR 2019 Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation CVPR 2019 SparseFool: A Few Pixels Make a Big Difference CVPR 2019 The Geometry of Deep Networks: Power Diagram Subdivision NeurIPS 2019 The LogBarrier Adversarial Attack: Making Effective Use of Decision Boundary Information ICCV 2019 Topological Data Analysis of Decision Boundaries with Application to Model Selection ICML 2019 Towards Discriminative Representations and Unbiased Predictions: Class-Specific Angular Softmax for Speech Emotion Recognition Interspeech 2019 Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy ICCV 2019 A DIRT-T Approach to Unsupervised Domain Adaptation ICLR 2018 An Adaptive Strategy for Active Learning with Smooth Decision Boundary ALT 2018