Adversarial Learning

Multinomial Adversarial Networks for Multi-Domain Text Classification NAACL 2018 Multistage Adversarial Losses for Pose-Based Human Image Synthesis CVPR 2018 Multi-Task Adversarial Network for Disentangled Feature Learning CVPR 2018 Neural Adversarial Training for Semi-supervised Japanese Predicate-argument Structure Analysis ACL 2018 No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling ACL 2018 One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning IJCAI 2018 On the Robustness of Semantic Segmentation Models to Adversarial Attacks CVPR 2018 PairedCycleGAN: Asymmetric Style Transfer for Applying and Removing Makeup CVPR 2018 Permutation Invariant Training of Generative Adversarial Network for Monaural Speech Separation Interspeech 2018 Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning EMNLP 2018 Person Transfer GAN to Bridge Domain Gap for Person Re-Identification CVPR 2018 Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks NeurIPS 2018 Privacy-preserving Neural Representations of Text EMNLP 2018 Provable Defenses against Adversarial Examples via the Convex Outer Adversarial Polytope ICML 2018 Refining Synthetic Images with Semantic Layouts by Adversarial Training ACML 2018 Re-Weighted Adversarial Adaptation Network for Unsupervised Domain Adaptation CVPR 2018 Robust Detection of Adversarial Attacks by Modeling the Intrinsic Properties of Deep Neural Networks NeurIPS 2018 Robust Multilingual Part-of-Speech Tagging via Adversarial Training NAACL 2018 Scaling provable adversarial defenses NeurIPS 2018 Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection ACL 2018 Self-Supervised Feature Learning by Learning to Spot Artifacts CVPR 2018 Semantically Equivalent Adversarial Rules for Debugging NLP models ACL 2018 Semidefinite relaxations for certifying robustness to adversarial examples NeurIPS 2018 SGAN: An Alternative Training of Generative Adversarial Networks CVPR 2018 Single Image Reflection Separation With Perceptual Losses CVPR 2018