adversarial training

Not All Poisons are Created Equal: Robust Training against Data Poisoning ICML 2022 OCHADAI at SemEval-2022 Task 2: Adversarial Training for Multilingual Idiomaticity Detection SemEval 2022 On Length Divergence Bias in Textual Matching Models ACL 2022 On the effectiveness of adversarial training against common corruptions UAI 2022 On the Tradeoff Between Robustness and Fairness NeurIPS 2022 Optimising Equal Opportunity Fairness in Model Training NAACL 2022 Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense ACL 2022 Perturbation type categorization for multiple adversarial perturbation robustness UAI 2022 Phase Transition from Clean Training to Adversarial Training NeurIPS 2022 PlugAT: A Plug and Play Module to Defend against Textual Adversarial Attack COLING 2022 Pneg: Prompt-based Negative Response Generation for Dialogue Response Selection Task EMNLP 2022 Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models NeurIPS 2022 Principled Paraphrase Generation with Parallel Corpora ACL 2022 Probabilistically Robust Learning: Balancing Average and Worst-case Performance ICML 2022 Probing Script Knowledge from Pre-Trained Models EMNLP 2022 Prompt-based Distribution Alignment for Domain Generalization in Text Classification EMNLP 2022 PROVES: Establishing Image Provenance Using Semantic Signatures WACV 2022 Pyramid Adversarial Training Improves ViT Performance CVPR 2022 RAMBO-RL: Robust Adversarial Model-Based Offline Reinforcement Learning NeurIPS 2022 R-AT: Regularized Adversarial Training for Natural Language Understanding EMNLP 2022 Reducing Excessive Margin to Achieve a Better Accuracy vs. Robustness Trade-off ICLR 2022 Removing Batch Normalization Boosts Adversarial Training ICML 2022 ResSFL: A Resistance Transfer Framework for Defending Model Inversion Attack in Split Federated Learning CVPR 2022 Rethinking and Improving Robustness of Convolutional Neural Networks: a Shapley Value-based Approach in Frequency Domain NeurIPS 2022 Rethinking Style Transformer with Energy-based Interpretation: Adversarial Unsupervised Style Transfer using a Pretrained Model EMNLP 2022