Adversarial Learning

Adversarial Examples that Fool both Computer Vision and Time-Limited Humans NeurIPS 2018 Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge CoNLL 2018 Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models CoNLL 2018 Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization EMNLP 2018 Adversarial Regularizers in Inverse Problems NeurIPS 2018 Adversarial TableQA: Attention Supervision for Question Answering on Tables ACML 2018 Adversarial training for multi-context joint entity and relation extraction EMNLP 2018 A Neural Architecture for Automated ICD Coding ACL 2018 Anonymizing k Facial Attributes via Adversarial Perturbations IJCAI 2018 Are You Talking to Me? Reasoned Visual Dialog Generation Through Adversarial Learning CVPR 2018 Art of Singular Vectors and Universal Adversarial Perturbations CVPR 2018 Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples NeurIPS 2018 Boosting Adversarial Attacks With Momentum CVPR 2018 Certified Defenses against Adversarial Examples ICLR 2018 Conditional Adversarial Domain Adaptation NeurIPS 2018 Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models ICLR 2018 Deep Adversarial Metric Learning CVPR 2018 Defense Against Adversarial Attacks Using High-Level Representation Guided Denoiser CVPR 2018 Defense Against Universal Adversarial Perturbations CVPR 2018 Deflecting Adversarial Attacks With Pixel Deflection CVPR 2018 Domain Adaptation with Adversarial Training and Graph Embeddings ACL 2018 Domain Adaptive Faster R-CNN for Object Detection in the Wild CVPR 2018 Fooling Vision and Language Models Despite Localization and Attention Mechanism CVPR 2018 Generating Natural Adversarial Examples ICLR 2018 Generating Reasonable and Diversified Story Ending Using Sequence to Sequence Model with Adversarial Training COLING 2018