Application Areas

Robust anomaly detection and backdoor attack detection via differential privacy ICLR 2020 Robust causal inference under covariate shift via worst-case subpopulation treatment effects COLT 2020 Robust Collective Classification against Structural Attacks UAI 2020 Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons AAAI 2020 Robust Correction of Sampling Bias using Cumulative Distribution Functions NeurIPS 2020 Robust Encodings: A Framework for Combating Adversarial Typos ACL 2020 Robust Face Detection via Learning Small Faces on Hard Images WACV 2020 Robust Federated Learning: The Case of Affine Distribution Shifts NeurIPS 2020 Robust Federated Learning via Collaborative Machine Teaching AAAI 2020 Robust Learning with the Hilbert-Schmidt Independence Criterion ICML 2020 Robustness to Programmable String Transformations via Augmented Abstract Training ICML 2020 Robustness to Spurious Correlations via Human Annotations ICML 2020 Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation NeurIPS 2020 Robust Optimization for Fairness with Noisy Protected Groups NeurIPS 2020 Robust Prediction of Punctuation and Truecasing for Medical ASR ACL 2020 Robust Quantization: One Model to Rule Them All NeurIPS 2020 Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty Quantification NeurIPS 2020 Robust Reinforcement Learning for Continuous Control with Model Misspecification ICLR 2020 Robust Reinforcement Learning via Adversarial training with Langevin Dynamics NeurIPS 2020 Routing Enforced Generative Model for Recipe Generation EMNLP 2020 RTM Ensemble Learning Results at Quality Estimation Task EMNLP 2020 RTN: Reparameterized Ternary Network AAAI 2020 Ruler: Data Programming by Demonstration for Document Labeling EMNLP 2020 Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks AAAI 2020 Rumor Detection on Social Media with Graph Structured Adversarial Learning IJCAI 2020