Adversarial Learning

Randomization matters How to defend against strong adversarial attacks ICML 2020 Random Smoothing Might be Unable to Certify ℓ_∞ Robustness for High-Dimensional Images JMLR 2020 Rank3DGAN: Semantic Mesh Generation Using Relative Attributes AAAI 2020 Rank Aggregation from Pairwise Comparisons in the Presence of Adversarial Corruptions ICML 2020 Real or Not Real, that is the Question ICLR 2020 Reciprocal Adversarial Learning via Characteristic Functions NeurIPS 2020 Reciprocal Learning Networks for Human Trajectory Prediction CVPR 2020 Recognition-Synthesis Based Non-Parallel Voice Conversion with Adversarial Learning Interspeech 2020 Reconciliation of Multiple Corpora for Speech Emotion Recognition by Multiple Classifiers with an Adversarial Corpus Discriminator Interspeech 2020 Reevaluating Adversarial Examples in Natural Language EMNLP 2020 Regularized Optimal Transport is Ground Cost Adversarial ICML 2020 Regularized Training and Tight Certification for Randomized Smoothed Classifier with Provable Robustness AAAI 2020 Regularizing Discriminative Capability of CGANs for Semi-Supervised Generative Learning CVPR 2020 Reinforcement Learning with Perturbed Rewards AAAI 2020 Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks ICML 2020 Reliable Graph Neural Networks via Robust Aggregation NeurIPS 2020 Representation Learning via Adversarially-Contrastive Optimal Transport ICML 2020 Rethinking Softmax Cross-Entropy Loss for Adversarial Robustness ICLR 2020 Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems EMNLP 2020 Reverse Perspective Network for Perspective-Aware Object Counting CVPR 2020 Reverse Variational Autoencoder for Visual Attribute Manipulation and Anomaly Detection WACV 2020 Revisiting Stochastic Extragradient AISTATS 2020 Robust Adversarial Objects against Deep Learning Models AAAI 2020 Robust and Stable Black Box Explanations ICML 2020 Robust Collective Classification against Structural Attacks UAI 2020