Adversarial Learning

Learning from Perturbations: Diverse and Informative Dialogue Generation with Inverse Adversarial Training ACL 2021 Learning Models for Actionable Recourse NeurIPS 2021 Learning Shape Representations for Person Re-Identification Under Clothing Change WACV 2021 Learning To Adversarially Blur Visual Object Tracking ICCV 2021 Learning to Ask Conversational Questions by Optimizing Levenshtein Distance ACL 2021 Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided Meta-Learning AAAI 2021 Learning to Defend by Learning to Attack AISTATS 2021 Learning to Generate Noise for Multi-Attack Robustness ICML 2021 Learning to Weight Imperfect Demonstrations ICML 2021 Learning Transferable Adversarial Perturbations NeurIPS 2021 LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification AAAI 2021 LIRA: Learnable, Imperceptible and Robust Backdoor Attacks ICCV 2021 LiteTTS: A Lightweight Mel-Spectrogram-Free Text-to-Wave Synthesizer Based on Generative Adversarial Networks Interspeech 2021 Local Aggressive Adversarial Attacks on 3D Point Cloud ACML 2021 LocalGAN: Modeling Local Distributions for Adversarial Response Generation JMLR 2021 Low Curvature Activations Reduce Overfitting in Adversarial Training ICCV 2021 Lower Bounds on Cross-Entropy Loss in the Presence of Test-time Adversaries ICML 2021 LowKey: Leveraging Adversarial Attacks to Protect Social Media Users from Facial Recognition ICLR 2021 MagDR: Mask-Guided Detection and Reconstruction for Defending Deepfakes CVPR 2021 MagicPai at SemEval-2021 Task 7: Method for Detecting and Rating Humor Based on Multi-Task Adversarial Training SemEval 2021 Making Paper Reviewing Robust to Bid Manipulation Attacks ICML 2021 Manipulating SGD with Data Ordering Attacks NeurIPS 2021 Markpainting: Adversarial Machine Learning meets Inpainting ICML 2021 MATE-KD: Masked Adversarial TExt, a Companion to Knowledge Distillation ACL 2021 Maximum Mean Discrepancy Test is Aware of Adversarial Attacks ICML 2021