Adversarial Learning

Generative Attribute Controller With Conditional Filtered Generative Adversarial Networks CVPR 2017 Generative Face Completion CVPR 2017 GibbsNet: Iterative Adversarial Inference for Deep Graphical Models NeurIPS 2017 Good Semi-supervised Learning That Requires a Bad GAN NeurIPS 2017 Gradient descent GAN optimization is locally stable NeurIPS 2017 Houdini: Fooling Deep Structured Visual and Speech Recognition Models with Adversarial Examples NeurIPS 2017 Identifying Unreliable and Adversarial Workers in Crowdsourced Labeling Tasks JMLR 2017 Learning From Simulated and Unsupervised Images Through Adversarial Training CVPR 2017 Learning Sleep Stages from Radio Signals: A Conditional Adversarial Architecture ICML 2017 Learning to Pivot with Adversarial Networks NeurIPS 2017 Lower bounds on the robustness to adversarial perturbations NeurIPS 2017 Machine Learning with Adversaries: Byzantine Tolerant Gradient Descent NeurIPS 2017 McGan: Mean and Covariance Feature Matching GAN ICML 2017 Minimizing Trust Leaks for Robust Sybil Detection ICML 2017 Multimodal Storytelling via Generative Adversarial Imitation Learning IJCAI 2017 Neural Response Generation via GAN with an Approximate Embedding Layer EMNLP 2017 Online Prediction with Selfish Experts NeurIPS 2017 Open Category Classification by Adversarial Sample Generation IJCAI 2017 Parseval Networks: Improving Robustness to Adversarial Examples ICML 2017 Part-of-Speech Tagging for Twitter with Adversarial Neural Networks EMNLP 2017 Pose Guided Person Image Generation NeurIPS 2017 Reconstruct & Crush Network NeurIPS 2017 Reconstructing perceived faces from brain activations with deep adversarial neural decoding NeurIPS 2017 Regret Minimization in Behaviorally-Constrained Zero-Sum Games ICML 2017 Robust Adversarial Reinforcement Learning ICML 2017