Adversarial Learning

Large-Scale Adversarial Training for Vision-and-Language Representation Learning NeurIPS 2020 Leakage-Robust Classifier via Mask-Enhanced Training (Student Abstract) AAAI 2020 Learn2Perturb: An End-to-End Feature Perturbation Learning to Improve Adversarial Robustness CVPR 2020 Learning Dynamic Relationships for 3D Human Motion Prediction CVPR 2020 Learning Improvised Chatbots from Adversarial Modifications of Natural Language Feedback EMNLP 2020 Learning to Cartoonize Using White-Box Cartoon Representations CVPR 2020 Learning Transferable Adversarial Examples via Ghost Networks AAAI 2020 LG-GAN: Label Guided Adversarial Network for Flexible Targeted Attack of Point Cloud Based Deep Networks CVPR 2020 Light-weight Calibrator: A Separable Component for Unsupervised Domain Adaptation CVPR 2020 Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation CVPR 2020 Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language Explanations ACL 2020 Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness NeurIPS 2020 Meta-CoTGAN: A Meta Cooperative Training Paradigm for Improving Adversarial Text Generation AAAI 2020 MetaPoison: Practical General-purpose Clean-label Data Poisoning NeurIPS 2020 ML-LOO: Detecting Adversarial Examples with Feature Attribution AAAI 2020 Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion AAAI 2020 Model Adaptation: Unsupervised Domain Adaptation Without Source Data CVPR 2020 Modeling Biological Immunity to Adversarial Examples CVPR 2020 MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks CVPR 2020 Multi-Channel Convolutional Neural Networks with Adversarial Training for Few-Shot Relation Classification (Student Abstract) AAAI 2020 Multi-Scale Adversarial Cross-Domain Detection with Robust Discriminative Learning WACV 2020 Multi-Spectral Salient Object Detection by Adversarial Domain Adaptation AAAI 2020 Multi-Task Learning with Generative Adversarial Training for Multi-Passage Machine Reading Comprehension AAAI 2020 Multi-way Encoding for Robustness WACV 2020 Neural Topic Modeling with Bidirectional Adversarial Training ACL 2020