Adversarial Learning

Inaudible Voice Commands: The Long-Range Attack and Defense NSDI 2018 Incentive-Compatible Mechanisms for Norm Monitoring in Open Multi-Agent Systems (Extended Abstract) IJCAI 2018 Interpretable Adversarial Perturbation in Input Embedding Space for Text IJCAI 2018 Invariant Representations without Adversarial Training NeurIPS 2018 Is Generator Conditioning Causally Related to GAN Performance? ICML 2018 I-vector Transformation Using Conditional Generative Adversarial Networks for Short Utterance Speaker Verification Interspeech 2018 K-Beam Minimax: Efficient Optimization for Deep Adversarial Learning ICML 2018 KBGAN: Adversarial Learning for Knowledge Graph Embeddings NAACL 2018 KDGAN: Knowledge Distillation with Generative Adversarial Networks NeurIPS 2018 Know What You Don’t Know: Unanswerable Questions for SQuAD ACL 2018 Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Faces CVPR 2018 LaVAN: Localized and Visible Adversarial Noise ICML 2018 Learning Adversarially Fair and Transferable Representations ICML 2018 Learning Disentangled Representations of Texts with Application to Biomedical Abstracts EMNLP 2018 Learning Domain Representation for Multi-Domain Sentiment Classification NAACL 2018 Learning Neural Representation for CLIR with Adversarial Framework EMNLP 2018 Learning to Repair Software Vulnerabilities with Generative Adversarial Networks NeurIPS 2018 Learning to Write with Cooperative Discriminators ACL 2018 Learning under p-Tampering Attacks ALT 2018 Learning Visually-Grounded Semantics from Contrastive Adversarial Samples COLING 2018 Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks NeurIPS 2018 Low-resource Cross-lingual Event Type Detection via Distant Supervision with Minimal Effort COLING 2018 Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks NeurIPS 2018 Matching Adversarial Networks CVPR 2018 Maximum Classifier Discrepancy for Unsupervised Domain Adaptation CVPR 2018