Adversarial Learning

Perceptual-Sensitive GAN for Generating Adversarial Patches AAAI 2019 Predicting Future Frames Using Retrospective Cycle GAN CVPR 2019 Probing Neural Network Comprehension of Natural Language Arguments ACL 2019 Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses IJCAI 2019 Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers NeurIPS 2019 Pun-GAN: Generative Adversarial Network for Pun Generation EMNLP 2019 Quality Aware Generative Adversarial Networks NeurIPS 2019 R2GAN: Cross-Modal Recipe Retrieval With Generative Adversarial Network CVPR 2019 R3 Adversarial Network for Cross Model Face Recognition CVPR 2019 Re-Evaluating ADEM: A Deeper Look at Scoring Dialogue Responses AAAI 2019 ResNets Ensemble via the Feynman-Kac Formalism to Improve Natural and Robust Accuracies NeurIPS 2019 Retrieval-Augmented Convolutional Neural Networks Against Adversarial Examples CVPR 2019 Retrieval-Enhanced Adversarial Training for Neural Response Generation ACL 2019 Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness NeurIPS 2019 Reversing Gradients in Adversarial Domain Adaptation for Question Deduplication and Textual Entailment Tasks ACL 2019 Rob-GAN: Generator, Discriminator, and Adversarial Attacker CVPR 2019 Robust Anomaly Detection in Videos Using Multilevel Representations AAAI 2019 Robustness of 3D Deep Learning in an Adversarial Setting CVPR 2019 Robustness via Curvature Regularization, and Vice Versa CVPR 2019 Robust Neural Machine Translation with Doubly Adversarial Inputs ACL 2019 RUBi: Reducing Unimodal Biases for Visual Question Answering NeurIPS 2019 Sample-Efficient Imitation Learning via Generative Adversarial Nets AISTATS 2019 Self-Supervised Dialogue Learning ACL 2019 Self-Supervised GANs via Auxiliary Rotation Loss CVPR 2019 Semantic Adversarial Network with Multi-Scale Pyramid Attention for Video Classification AAAI 2019