Adversarial Learning

Training Generative Adversarial Networks by Solving Ordinary Differential Equations NeurIPS 2020 Transferable, Controllable, and Inconspicuous Adversarial Attacks on Person Re-identification With Deep Mis-Ranking CVPR 2020 Transfer Learning without Knowing: Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources ICML 2020 Triple-GAIL: A Multi-Modal Imitation Learning Framework with Generative Adversarial Nets IJCAI 2020 Two-branch Recurrent Network for Isolating Deepfakes in Videos ECCV 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 and Stabilizing GANs’ Training Dynamics Using Control Theory ICML 2020 Understanding Generalization in Neural Networks for Robustness against Adversarial Vulnerabilities AAAI 2020 Understanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models AISTATS 2020 Universal Adversarial Attacks on Spoken Language Assessment Systems Interspeech 2020 Universal Adversarial Training AAAI 2020 Universal Physical Camouflage Attacks on Object Detectors CVPR 2020 Unrestricted Adversarial Examples via Semantic Manipulation ICLR 2020 Unsupervised Discovery of Implicit Gender Bias EMNLP 2020 Unsupervised Domain Adaptation for Dialogue Sequence Labeling Based on Hierarchical Adversarial Training Interspeech 2020 Unsupervised Domain Adaptation Under Label Space Mismatch for Speech Classification Interspeech 2020 Unsupervised Feature Adaptation Using Adversarial Multi-Task Training for Automatic Evaluation of Children’s Speech Interspeech 2020 Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries EMNLP 2020 Variational Adversarial Kernel Learned Imitation Learning AAAI 2020 VIBE: Video Inference for Human Body Pose and Shape Estimation CVPR 2020 Walking on Two Legs: Learning Image Segmentation with Noisy Labels UAI 2020 Wasserstein Smoothing: Certified Robustness against Wasserstein Adversarial Attacks AISTATS 2020