Adversarial Learning

Improving Adversarial Robustness via Probabilistically Compact Loss with Logit Constraints AAAI 2021 Improving Adversarial Robustness via Unlabeled Out-of-Domain Data AISTATS 2021 Improving Arabic Diacritization with Regularized Decoding and Adversarial Training ACL 2021 Improving Calibration through the Relationship with Adversarial Robustness NeurIPS 2021 Improving Cross-Lingual Sentiment Analysis via Conditional Language Adversarial Nets NAACL 2021 Improving Ensemble Robustness by Collaboratively Promoting and Demoting Adversarial Robustness AAAI 2021 Improving Gradient Regularization using Complex-Valued Neural Networks ICML 2021 Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings EMNLP 2021 Improving Model Robustness by Adaptively Correcting Perturbation Levels with Active Queries AAAI 2021 Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation EMNLP 2021 Improving Robustness of Facial Landmark Detection by Defending Against Adversarial Attacks ICCV 2021 Improving Robustness using Generated Data NeurIPS 2021 Improving the Transferability of Adversarial Samples With Adversarial Transformations CVPR 2021 Improving Transferability of Adversarial Patches on Face Recognition With Generative Models CVPR 2021 Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph NAACL 2021 Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training EMNLP 2021 Incorporating Unlabeled Data into Distributionally Robust Learning JMLR 2021 Influence Tuning: Demoting Spurious Correlations via Instance Attribution and Instance-Driven Updates EMNLP 2021 InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning WACV 2021 Information Obfuscation of Graph Neural Networks ICML 2021 Information-Theoretic Regularization for Multi-Source Domain Adaptation ICCV 2021 Initiative Defense against Facial Manipulation AAAI 2021 Interpreting and Boosting Dropout from a Game-Theoretic View ICLR 2021 Interpreting Attributions and Interactions of Adversarial Attacks ICCV 2021 Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks AAAI 2021