Adversarial Learning

FAIRER: Fairness as Decision Rationale Alignment ICML 2023 Fair Text Classification with Wasserstein Independence EMNLP 2023 Federated Adversarial Learning: A Framework with Convergence Analysis ICML 2023 FIT BUT at SemEval-2023 Task 12: Sentiment Without Borders - Multilingual Domain Adaptation for Low-Resource Sentiment Classification SemEval 2023 FLOAT: Fast Learnable Once-for-All Adversarial Training for Tunable Trade-Off Between Accuracy and Robustness WACV 2023 From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework ACL 2023 GAN-Based Domain Inference Attack AAAI 2023 GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator ACL 2023 GANmouflage: 3D Object Nondetection With Texture Fields CVPR 2023 GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks ICML 2023 Generalist: Decoupling Natural and Robust Generalization CVPR 2023 General-purpose Adversarial Training for Enhanced Automatic Speech Recognition Model Generalization Interspeech 2023 Generating Transferable 3D Adversarial Point Cloud via Random Perturbation Factorization AAAI 2023 Generative Adversarial Symmetry Discovery ICML 2023 Generative Image Inpainting with Segmentation Confusion Adversarial Training and Contrastive Learning AAAI 2023 Global-Local Characteristic Excited Cross-Modal Attacks from Images to Videos AAAI 2023 Global-Local Regularization Via Distributional Robustness AISTATS 2023 G-Tuning: Improving Generalization of Pre-trained Language Models with Generative Adversarial Network ACL 2023 Hierarchical Randomized Smoothing NeurIPS 2023 How Many Perturbations Break This Model? Evaluating Robustness Beyond Adversarial Accuracy ICML 2023 How to Construct Perfect and Worse-than-Coin-Flip Spoofing Countermeasures: A Word of Warning on Shortcut Learning Interspeech 2023 HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text NeurIPS 2023 IberianVoxel: Automatic Completion of Iberian Ceramics for Cultural Heritage Studies IJCAI 2023 IID-GAN: an IID Sampling Perspective for Regularizing Mode Collapse IJCAI 2023 ImageNet Pre-training Also Transfers Non-robustness AAAI 2023