Adversarial Learning

Adversarial Training Helps Transfer Learning via Better Representations NeurIPS 2021 Adversarial Training Reduces Information and Improves Transferability AAAI 2021 Adversarial Training with Fast Gradient Projection Method against Synonym Substitution Based Text Attacks AAAI 2021 Adversarial Turing Patterns from Cellular Automata AAAI 2021 Adversarial Voice Conversion Against Neural Spoofing Detectors Interspeech 2021 Adversities are all you need: Classification of self-reported breast cancer posts on Twitter using Adversarial Fine-tuning NAACL 2021 AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER ACL 2021 A Generative Adversarial Framework for Bounding Confounded Causal Effects AAAI 2021 Aha! Adaptive History-Driven Attack for Decision-Based Black-Box Models ICCV 2021 A Limited-Capacity Minimax Theorem for Non-Convex Games or: How I Learned to Stop Worrying about Mixed-Nash and Love Neural Nets AISTATS 2021 Amata: An Annealing Mechanism for Adversarial Training Acceleration AAAI 2021 An Empirical Study on Adversarial Attack on NMT: Languages and Positions Matter ACL 2021 An Improved StarGAN for Emotional Voice Conversion: Enhancing Voice Quality and Data Augmentation Interspeech 2021 Anti-Backdoor Learning: Training Clean Models on Poisoned Data NeurIPS 2021 APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing EMNLP 2021 ARCH: Efficient Adversarial Regularized Training with Caching EMNLP 2021 Architectural Adversarial Robustness: The Case for Deep Pursuit CVPR 2021 Are Chess Discussions Racist? An Adversarial Hate Speech Data Set (Student Abstract) AAAI 2021 Are Transformers more robust than CNNs? NeurIPS 2021 A Sweet Rabbit Hole by DARCY: Using Honeypots to Detect Universal Trigger’s Adversarial Attacks ACL 2021 Attribute-Guided Adversarial Training for Robustness to Natural Perturbations AAAI 2021 A Unified Generative Adversarial Network Training via Self-Labeling and Self-Attention ICML 2021 A Unified Multi-Scenario Attacking Network for Visual Object Tracking AAAI 2021 Automated Discovery of Adaptive Attacks on Adversarial Defenses NeurIPS 2021 Automatic Correction of Internal Units in Generative Neural Networks CVPR 2021