model robustness

ILFO: Adversarial Attack on Adaptive Neural Networks CVPR 2020 Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment AAAI 2020 Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness EMNLP 2020 It’s Morphin’ Time! Combating Linguistic Discrimination with Inflectional Perturbations ACL 2020 Learn2Perturb: An End-to-End Feature Perturbation Learning to Improve Adversarial Robustness CVPR 2020 Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution Performance ACL 2020 Mixup Inference: Better Exploiting Mixup to Defend Adversarial Attacks ICLR 2020 More Bang for Your Buck: Natural Perturbation for Robust Question Answering EMNLP 2020 Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free NeurIPS 2020 On Isometry Robustness of Deep 3D Point Cloud Models Under Adversarial Attacks CVPR 2020 On Robustness of Neural Ordinary Differential Equations ICLR 2020 On the Robustness of Language Encoders against Grammatical Errors ACL 2020 Reevaluating Adversarial Examples in Natural Language EMNLP 2020 Robustness to Modification with Shared Words in Paraphrase Identification EMNLP 2020 Second-Order NLP Adversarial Examples EMNLP 2020 Single-Step Adversarial Training With Dropout Scheduling CVPR 2020 Smoothed Geometry for Robust Attribution NeurIPS 2020 Supervised Discovery of Unknown Unknowns through Test Sample Mining (Student Abstract) AAAI 2020 TextAttack: Lessons learned in designing Python frameworks for NLP EMNLP 2020 Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing CVPR 2020 Towards Debiasing NLU Models from Unknown Biases EMNLP 2020 Undersensitivity in Neural Reading Comprehension EMNLP 2020 Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries EMNLP 2020 What’s in a Name? Are BERT Named Entity Representations just as Good for any other Name? ACL 2020 When NAS Meets Robustness: In Search of Robust Architectures Against Adversarial Attacks CVPR 2020