Adversarial Learning

Weight-covariance alignment for adversarially robust neural networks ICML 2021 What Matters for Adversarial Imitation Learning? NeurIPS 2021 When Human Pose Estimation Meets Robustness: Adversarial Algorithms and Benchmarks CVPR 2021 When Will Generative Adversarial Imitation Learning Algorithms Attain Global Convergence AISTATS 2021 Who Leads and Who Follows in Strategic Classification? NeurIPS 2021 Why Adversarial Interaction Creates Non-Homogeneous Patterns: A Pseudo-Reaction-Diffusion Model for Turing Instability AAAI 2021 Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching ICLR 2021 You Only Need Adversarial Supervision for Semantic Image Synthesis ICLR 2021 You See What I Want You To See: Exploring Targeted Black-Box Transferability Attack for Hash-Based Image Retrieval Systems CVPR 2021 Zero-Shot Adversarial Quantization CVPR 2021 ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs AAAI 2020 Absum: Simple Regularization Method for Reducing Structural Sensitivity of Convolutional Neural Networks AAAI 2020 Achieving Robustness in the Wild via Adversarial Mixing With Disentangled Representations CVPR 2020 A Closer Look at Small-loss Bounds for Bandits with Graph Feedback COLT 2020 A Closer Look at the Optimization Landscapes of Generative Adversarial Networks ICLR 2020 Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space EMNLP 2020 ActiveThief: Model Extraction Using Active Learning and Unannotated Public Data AAAI 2020 Adaptive Adversarial Multi-task Representation Learning ICML 2020 Adaptively Multi-Objective Adversarial Training for Dialogue Generation IJCAI 2020 Adaptive Reward-Poisoning Attacks against Reinforcement Learning ICML 2020 Adaptive Sampling for Stochastic Risk-Averse Learning NeurIPS 2020 Addressing The False Negative Problem of Deep Learning MRI Reconstruction Models by Adversarial Attacks and Robust Training MIDL 2020 AdvAug: Robust Adversarial Augmentation for Neural Machine Translation ACL 2020 Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text ACL 2020 Adversarial Attack and Defense of Structured Prediction Models EMNLP 2020