Adversarial Learning

Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective AAAI 2021 Reinforcement Based Learning on Classification Task Yields Better Generalization and Adversarial Accuracy (Student Abstract) AAAI 2021 Relating Adversarially Robust Generalization to Flat Minima ICCV 2021 Representative Forgery Mining for Fake Face Detection CVPR 2021 Rethinking the Backdoor Attacks' Triggers: A Frequency Perspective ICCV 2021 Robot Manipulation Learning Using Generative Adversarial Imitation Learning IJCAI 2021 Robust Adversarial Imitation Learning via Adaptively-Selected Demonstrations IJCAI 2021 Robust and Accurate Object Detection via Adversarial Learning CVPR 2021 Robust Learning for Data Poisoning Attacks ICML 2021 Robustness and Adversarial Examples in Natural Language Processing EMNLP 2021 Robust Regularization with Adversarial Labelling of Perturbed Samples IJCAI 2021 RockNER: A Simple Method to Create Adversarial Examples for Evaluating the Robustness of Named Entity Recognition Models EMNLP 2021 Role of Optimizer on Network Fine-tuning for Adversarial Robustness (Student Abstract) AAAI 2021 SecDD: Efficient and Secure Method for Remotely Training Neural Networks (Student Abstract) AAAI 2021 Seeking Similarities Over Differences: Similarity-Based Domain Alignment for Adaptive Object Detection ICCV 2021 Self-Generated Defocus Blur Detection via Dual Adversarial Discriminators CVPR 2021 Self-Progressing Robust Training AAAI 2021 Semantic Image Matting CVPR 2021 Semantic Palette: Guiding Scene Generation With Class Proportions CVPR 2021 SeqAttack: On Adversarial Attacks for Named Entity Recognition EMNLP 2021 Sequential Attacks on Kalman Filter-based Forward Collision Warning Systems AAAI 2021 Simpler Certified Radius Maximization by Propagating Covariances CVPR 2021 SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models AAAI 2021 Skew Orthogonal Convolutions ICML 2021 Sparsity Aware Normalization for GANs AAAI 2021