Adversarial Learning

Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games NeurIPS 2019 Policy Poisoning in Batch Reinforcement Learning and Control NeurIPS 2019 Posing Fair Generalization Tasks for Natural Language Inference EMNLP 2019 Prior Convictions: Black-box Adversarial Attacks with Bandits and Priors ICLR 2019 Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion? Interspeech 2019 Probability Density Distillation with Generative Adversarial Networks for High-Quality Parallel Waveform Generation Interspeech 2019 Probing Neural Network Comprehension of Natural Language Arguments ACL 2019 Progressive Augmentation of GANs NeurIPS 2019 Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses IJCAI 2019 Provable Robustness of ReLU networks via Maximization of Linear Regions AISTATS 2019 Provably robust boosted decision stumps and trees against adversarial attacks NeurIPS 2019 Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers NeurIPS 2019 PU-GAN: A Point Cloud Upsampling Adversarial Network ICCV 2019 Pun-GAN: Generative Adversarial Network for Pun Generation EMNLP 2019 Quality Aware Generative Adversarial Networks NeurIPS 2019 Query-Efficient Hard-label Black-box Attack: An Optimization-based Approach ICLR 2019 R2GAN: Cross-Modal Recipe Retrieval With Generative Adversarial Network CVPR 2019 R3 Adversarial Network for Cross Model Face Recognition CVPR 2019 Rademacher Complexity for Adversarially Robust Generalization ICML 2019 Real-Time Adversarial Attacks IJCAI 2019 Recover and Identify: A Generative Dual Model for Cross-Resolution Person Re-Identification ICCV 2019 Reducing Noise in GAN Training with Variance Reduced Extragradient NeurIPS 2019 Re-Evaluating ADEM: A Deeper Look at Scoring Dialogue Responses AAAI 2019 Reinforced Negative Sampling for Recommendation with Exposure Data IJCAI 2019 Reinforcement Learning under Threats AAAI 2019