conftrace_

decision boundary

161 papers

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Co-occurring keywords

adversarial robustness (1341) adversarial attack (1621) deep neural network (1803) neural network (6616) image classification (1944) adversarial training (1262) adversarial example (564) representation learning (6206) out-of-distribution detection (617) knowledge distillation (3725)

Papers

A Geometry-Inspired Attack for Generating Natural Language Adversarial Examples COLING 2020
Hold me tight! Influence of discriminative features on deep network boundaries NIPS 2020
Learning with Unsure Responses AAAI 2020
Finding the Homology of Decision Boundaries with Active Learning NIPS 2020
The LogBarrier Adversarial Attack: Making Effective Use of Decision Boundary Information ICCV 2019
Learning Local Descriptors With a CDF-Based Dynamic Soft Margin ICCV 2019
The Geometry of Deep Networks: Power Diagram Subdivision NIPS 2019
Aligning Domain-Specific Distribution and Classifier for Cross-Domain Classification from Multiple Sources AAAI 2019
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation CVPR 2019
Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy ICCV 2019
Computing Linear Restrictions of Neural Networks NIPS 2019
Controlling Neural Level Sets NIPS 2019
Towards Discriminative Representations and Unbiased Predictions: Class-Specific Angular Softmax for Speech Emotion Recognition INTERSPEECH 2019
Knowledge Distillation with Adversarial Samples Supporting Decision Boundary AAAI 2019
Manifold Mixup: Better Representations by Interpolating Hidden States ICML 2019
SparseFool: A Few Pixels Make a Big Difference CVPR 2019
Topological Data Analysis of Decision Boundaries with Application to Model Selection ICML 2019
Robustness via Curvature Regularization, and Vice Versa CVPR 2019
Virtual Class Enhanced Discriminative Embedding Learning NIPS 2018
Robustness of classifiers to uniform $\ell_p$ and Gaussian noise AISTATS 2018
MetaGAN: An Adversarial Approach to Few-Shot Learning NIPS 2018
An Adaptive Strategy for Active Learning with Smooth Decision Boundary ALT 2018
Empirical Study of the Topology and Geometry of Deep Networks CVPR 2018
Tropical Geometry of Deep Neural Networks ICML 2018
CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition CVPR 2018