Adversarial Learning

Towards Achieving Adversarial Robustness by Enforcing Feature Consistency Across Bit Planes CVPR 2020 Towards Certificated Model Robustness Against Weight Perturbations AAAI 2020 Towards Controllable Biases in Language Generation EMNLP 2020 Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation CVPR 2020 Towards More Practical Adversarial Attacks on Graph Neural Networks NeurIPS 2020 Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation ACL 2020 Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent AAAI 2020 Towards Robust Image Classification Using Sequential Attention Models CVPR 2020 Towards Transferable Targeted Attack CVPR 2020 Towards Understanding and Improving the Transferability of Adversarial Examples in Deep Neural Networks ACML 2020 Training with Noise Adversarial Network: A Generalization Method for Object Detection on Sonar Image WACV 2020 Transferable, Controllable, and Inconspicuous Adversarial Attacks on Person Re-identification With Deep Mis-Ranking CVPR 2020 Translation-Based Matching Adversarial Network for Cross-Lingual Natural Language Inference AAAI 2020 TwoStreamVAN: Improving Motion Modeling in Video Generation WACV 2020 UDH: Universal Deep Hiding for Steganography, Watermarking, and Light Field Messaging NeurIPS 2020 Uncertainty-Aware Mesh Decoder for High Fidelity 3D Face Reconstruction CVPR 2020 Undersensitivity in Neural Reading Comprehension EMNLP 2020 Understanding Adversarial Examples From the Mutual Influence of Images and Perturbations CVPR 2020 Understanding and Improving Fast Adversarial Training NeurIPS 2020 Understanding and Mitigating the Tradeoff between Robustness and Accuracy ICML 2020 Understanding Generalization in Neural Networks for Robustness against Adversarial Vulnerabilities AAAI 2020 Universal Adversarial Training AAAI 2020 Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs CVPR 2020 Unpaired Image Super-Resolution Using Pseudo-Supervision CVPR 2020 Unsupervised Feature Adaptation Using Adversarial Multi-Task Training for Automatic Evaluation of Children’s Speech Interspeech 2020