Adversarial Learning

Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons AAAI 2020 Robust Design of Deep Neural Networks Against Adversarial Attacks Based on Lyapunov Theory CVPR 2020 Robust Encodings: A Framework for Combating Adversarial Typos ACL 2020 Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces WACV 2020 Robust Local Features for Improving the Generalization of Adversarial Training ICLR 2020 Robustness Certificates for Sparse Adversarial Attacks by Randomized Ablation AAAI 2020 Robustness for Non-Parametric Classification: A Generic Attack and Defense AISTATS 2020 Robustness Guarantees for Deep Neural Networks on Videos CVPR 2020 Robustness of Autoencoders for Anomaly Detection Under Adversarial Impact IJCAI 2020 Robustness to Modification with Shared Words in Paraphrase Identification EMNLP 2020 Robustness to Programmable String Transformations via Augmented Abstract Training ICML 2020 Robust Pre-Training by Adversarial Contrastive Learning NeurIPS 2020 Robust Reinforcement Learning via Adversarial training with Langevin Dynamics NeurIPS 2020 Robust Superpixel-Guided Attentional Adversarial Attack CVPR 2020 Robust Unsupervised Neural Machine Translation with Adversarial Denoising Training COLING 2020 Rumor Detection on Social Media with Graph Structured Adversarial Learning IJCAI 2020 S2IGAN: Speech-to-Image Generation via Adversarial Learning Interspeech 2020 SADA: Semantic Adversarial Diagnostic Attacks for Autonomous Applications AAAI 2020 SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions ACL 2020 Sampling-based Reachability Analysis: A Random Set Theory Approach with Adversarial Sampling CoRL 2020 Sampling-Decomposable Generative Adversarial Recommender NeurIPS 2020 SATNet: Symmetric Adversarial Transfer Network Based on Two-Level Alignment Strategy towards Cross-Domain Sentiment Classification (Student Abstract) AAAI 2020 SCADA: Stochastic, Consistent and Adversarial Data Augmentation to Improve ASR Interspeech 2020 Scalable Differential Privacy with Certified Robustness in Adversarial Learning ICML 2020 Searching for a Search Method: Benchmarking Search Algorithms for Generating NLP Adversarial Examples EMNLP 2020