Adversarial Learning

AutoZOOM: Autoencoder-Based Zeroth Order Optimization Method for Attacking Black-Box Neural Networks AAAI 2019 A Variational Inequality Perspective on Generative Adversarial Networks ICLR 2019 Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA ACL 2019 Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations ICCV 2019 Balanced Self-Paced Learning for Generative Adversarial Clustering Network CVPR 2019 Barrage of Random Transforms for Adversarially Robust Defense CVPR 2019 BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series IJCAI 2019 Better Algorithms for Stochastic Bandits with Adversarial Corruptions COLT 2019 Beyond Pixel Norm-Balls: Parametric Adversaries using an Analytically Differentiable Renderer ICLR 2019 BiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN AAAI 2019 Bilateral Adversarial Training: Towards Fast Training of More Robust Models Against Adversarial Attacks ICCV 2019 Blending-Target Domain Adaptation by Adversarial Meta-Adaptation Networks CVPR 2019 Boundless: Generative Adversarial Networks for Image Extension ICCV 2019 Bridging Theory and Algorithm for Domain Adaptation ICML 2019 Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack EMNLP 2019 CAMO: A Collaborative Ranking Method for Content Based Recommendation AAAI 2019 CAMOU: Learning Physical Vehicle Camouflages to Adversarially Attack Detectors in the Wild ICLR 2019 Can Adversarially Robust Learning LeverageComputational Hardness? ALT 2019 Capacity Bounded Differential Privacy NeurIPS 2019 Capturing Spatial and Temporal Patterns for Facial Landmark Tracking through Adversarial Learning IJCAI 2019 Catastrophic Child's Play: Easy to Perform, Hard to Defend Adversarial Attacks CVPR 2019 Certified Adversarial Robustness for Deep Reinforcement Learning CoRL 2019 Certified Adversarial Robustness via Randomized Smoothing ICML 2019 Certified Adversarial Robustness with Additive Noise NeurIPS 2019 Certified Robustness to Adversarial Word Substitutions EMNLP 2019