Adversarial Learning

Max-Mahalanobis Linear Discriminant Analysis Networks ICML 2018 MetaGAN: An Adversarial Approach to Few-Shot Learning NeurIPS 2018 Mitigating Adversarial Effects Through Randomization ICLR 2018 Mixed batches and symmetric discriminators for GAN training ICML 2018 More Adaptive Algorithms for Adversarial Bandits COLT 2018 MTGAN: Speaker Verification through Multitasking Triplet Generative Adversarial Networks Interspeech 2018 Multi-Agent Diverse Generative Adversarial Networks CVPR 2018 Multinomial Adversarial Networks for Multi-Domain Text Classification NAACL 2018 Multi-target Voice Conversion without Parallel Data by Adversarially Learning Disentangled Audio Representations Interspeech 2018 Multi-Task Adversarial Network for Disentangled Feature Learning CVPR 2018 Multi-Task Learning Framework for Mining Crowd Intelligence towards Clinical Treatment NAACL 2018 NAG: Network for Adversary Generation CVPR 2018 Neural Adversarial Training for Semi-supervised Japanese Predicate-argument Structure Analysis ACL 2018 Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted Input NAACL 2018 Nonparametric Density Estimation under Adversarial Losses NeurIPS 2018 Non-parametric estimation of Jensen-Shannon Divergence in Generative Adversarial Network training AISTATS 2018 Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples ICML 2018 Occluded Pedestrian Detection Through Guided Attention in CNNs CVPR 2018 On Adversarial Examples for Character-Level Neural Machine Translation COLING 2018 One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning IJCAI 2018 On gradient regularizers for MMD GANs NeurIPS 2018 Online Robust Policy Learning in the Presence of Unknown Adversaries NeurIPS 2018 On the Limitations of First-Order Approximation in GAN Dynamics ICML 2018 Out-of-domain Detection based on Generative Adversarial Network EMNLP 2018 Overcoming Language Priors in Visual Question Answering with Adversarial Regularization NeurIPS 2018