Adversarial Learning

Semantically Equivalent Adversarial Rules for Debugging NLP models ACL 2018 Semidefinite relaxations for certifying robustness to adversarial examples NeurIPS 2018 Semi-Supervised Disfluency Detection COLING 2018 SentiGAN: Generating Sentimental Texts via Mixture Adversarial Networks IJCAI 2018 SGAN: An Alternative Training of Generative Adversarial Networks CVPR 2018 Single-channel Speech Dereverberation via Generative Adversarial Training Interspeech 2018 SINT++: Robust Visual Tracking via Adversarial Positive Instance Generation CVPR 2018 Sparse DNNs with Improved Adversarial Robustness NeurIPS 2018 Spatially Transformed Adversarial Examples ICLR 2018 Spectral Signatures in Backdoor Attacks NeurIPS 2018 Stabilizing Adversarial Nets with Prediction Methods ICLR 2018 Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal CVPR 2018 Stochastic Activation Pruning for Robust Adversarial Defense ICLR 2018 SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference EMNLP 2018 Symmetric Variational Autoencoder and Connections to Adversarial Learning AISTATS 2018 Synthesizing Programs for Images using Reinforced Adversarial Learning ICML 2018 Synthesizing Robust Adversarial Examples ICML 2018 Tackling Adversarial Examples in QA via Answer Sentence Selection ACL 2018 Teaching Machines to Ask Questions IJCAI 2018 Teaching Syntax by Adversarial Distraction EMNLP 2018 Tempered Adversarial Networks ICML 2018 Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language NeurIPS 2018 TextureGAN: Controlling Deep Image Synthesis With Texture Patches CVPR 2018 The Mechanics of n-Player Differentiable Games ICML 2018 Theoretical Analysis of Image-to-Image Translation with Adversarial Learning ICML 2018