Adversarial Learning

REM: From Structural Entropy to Community Structure Deception NeurIPS 2019 RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose Estimation CVPR 2019 Residual Regression With Semantic Prior for Crowd Counting CVPR 2019 Resisting Adversarial Attacks Using Gaussian Mixture Variational Autoencoders AAAI 2019 ResNets Ensemble via the Feynman-Kac Formalism to Improve Natural and Robust Accuracies NeurIPS 2019 Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control EMNLP 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 Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training NAACL 2019 Revisiting Adversarial Risk AISTATS 2019 RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment ICCV 2019 Risk-Sensitive Generative Adversarial Imitation Learning AISTATS 2019 Rob-GAN: Generator, Discriminator, and Adversarial Attacker CVPR 2019 Robust Audio Adversarial Example for a Physical Attack IJCAI 2019 Robust Multi-Agent Reinforcement Learning via Minimax Deep Deterministic Policy Gradient AAAI 2019 Robustness Guarantees for Density Clustering AISTATS 2019 Robustness to Adversarial Perturbations in Learning from Incomplete Data NeurIPS 2019 Robustness via Curvature Regularization, and Vice Versa CVPR 2019 Robust Neural Machine Translation with Doubly Adversarial Inputs ACL 2019 Robustra: Training Provable Robust Neural Networks over Reference Adversarial Space IJCAI 2019 Robust Semantic Parsing with Adversarial Learning for Domain Generalization NAACL 2019 Sample-Efficient Imitation Learning via Generative Adversarial Nets AISTATS 2019 Scalable Verified Training for Provably Robust Image Classification ICCV 2019