Adversarial Learning

Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA AAAI 2020 Exploiting Joint Robustness to Adversarial Perturbations CVPR 2020 Exploring Weaknesses of VQA Models through Attribution Driven Insights ACL 2020 EyeGAN: Gaze-Preserving, Mask-Mediated Eye Image Synthesis WACV 2020 Fairness-Aware Neural Rényi Minimization for Continuous Features IJCAI 2020 Fashion Editing With Adversarial Parsing Learning CVPR 2020 Fastened CROWN: Tightened Neural Network Robustness Certificates AAAI 2020 FD-GAN: Generative Adversarial Networks with Fusion-Discriminator for Single Image Dehazing AAAI 2020 Feature Disentanglement to Aid Imaging Biomarker Characterization for Genetic Mutations MIDL 2020 Few-Cost Salient Object Detection with Adversarial-Paced Learning NeurIPS 2020 Fine-Grained Image-to-Image Transformation Towards Visual Recognition CVPR 2020 FreeLB: Enhanced Adversarial Training for Natural Language Understanding ICLR 2020 GAN-Based Data Generation for Speech Emotion Recognition Interspeech 2020 GAN-Based Unpaired Chinese Character Image Translation via Skeleton Transformation and Stroke Rendering AAAI 2020 GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples ACL 2020 Generalization to Mitigate Synonym Substitution Attacks EMNLP 2020 Generating Adversarial Examples for Holding Robustness of Source Code Processing Models AAAI 2020 Generating Realistic Stock Market Order Streams AAAI 2020 Generative Adversarial Regularized Mutual Information Policy Gradient Framework for Automatic Diagnosis AAAI 2020 GeoDA: A Geometric Framework for Black-Box Adversarial Attacks CVPR 2020 Global Texture Enhancement for Fake Face Detection in the Wild CVPR 2020 GNNGuard: Defending Graph Neural Networks against Adversarial Attacks NeurIPS 2020 Gradually Vanishing Bridge for Adversarial Domain Adaptation CVPR 2020 Graduate Employment Prediction with Bias AAAI 2020 Greedy Attack and Gumbel Attack: Generating Adversarial Examples for Discrete Data JMLR 2020