Adversarial Learning

Enhance Robustness of Sequence Labelling with Masked Adversarial Training EMNLP 2020 Enhancing Cross-Task Black-Box Transferability of Adversarial Examples With Dispersion Reduction CVPR 2020 Enhancing Intrinsic Adversarial Robustness via Feature Pyramid Decoder CVPR 2020 Enhancing Neural Models with Vulnerability via Adversarial Attack COLING 2020 Enhancing Transferability of Black-Box Adversarial Attacks via Lifelong Learning for Speech Emotion Recognition Models Interspeech 2020 Ensemble Generative Cleaning With Feedback Loops for Defending Adversarial Attacks CVPR 2020 Episode-Based Prototype Generating Network for Zero-Shot Learning CVPR 2020 Estimating Principal Components under Adversarial Perturbations COLT 2020 Evade Deep Image Retrieval by Stashing Private Images in the Hash Space CVPR 2020 Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples ACL 2020 Event-Related Bias Removal for Real-time Disaster Events EMNLP 2020 EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial Learning CVPR 2020 Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA AAAI 2020 Exploiting Joint Robustness to Adversarial Perturbations CVPR 2020 Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization COLING 2020 Exploration by Optimisation in Partial Monitoring COLT 2020 Extreme Classification via Adversarial Softmax Approximation ICLR 2020 Fairness-Aware Neural Rényi Minimization for Continuous Features IJCAI 2020 Fairness without Demographics through Adversarially Reweighted Learning NeurIPS 2020 FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces IJCAI 2020 Faking Fairness via Stealthily Biased Sampling AAAI 2020 Fashion Editing With Adversarial Parsing Learning CVPR 2020 Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms NeurIPS 2020 Fastened CROWN: Tightened Neural Network Robustness Certificates AAAI 2020 Fast is better than free: Revisiting adversarial training ICLR 2020