Domain Generalization

Robot Learning in Homes: Improving Generalization and Reducing Dataset Bias NeurIPS 2018 Scaling provable adversarial defenses NeurIPS 2018 SoS-RSC: A Sum-of-Squares Polynomial Approach to Robustifying Subspace Clustering Algorithms CVPR 2018 Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task EMNLP 2018 Using Linguistic Features to Improve the Generalization Capability of Neural Coreference Resolvers EMNLP 2018 What’s in a Domain? Learning Domain-Robust Text Representations using Adversarial Training NAACL 2018 Does syntax help discourse segmentation? Not so much EMNLP 2017 Hybrid Reward Architecture for Reinforcement Learning NeurIPS 2017 Lexical Features in Coreference Resolution: To be Used With Caution ACL 2017 NRU-HSE at SemEval-2017 Task 4: Tweet Quantification Using Deep Learning Architecture SemEval 2017 Towards Generalization and Simplicity in Continuous Control NeurIPS 2017 Towards Speech Emotion Recognition “in the Wild” Using Aggregated Corpora and Deep Multi-Task Learning Interspeech 2017 Learning Attributes Equals Multi-Source Domain Generalization CVPR 2016 Towards an Automated Screening Tool for Developmental Speech and Language Impairments Interspeech 2016 Domain Generalization for Object Recognition With Multi-Task Autoencoders ICCV 2015 Learning visual biases from human imagination NeurIPS 2015 Multi-View Domain Generalization for Visual Recognition ICCV 2015 Visual Recognition by Learning From Web Data: A Weakly Supervised Domain Generalization Approach CVPR 2015 Decorrelating Semantic Visual Attributes by Resisting the Urge to Share CVPR 2014 Adaptive Anonymity via b-Matching NeurIPS 2013 Domain Generalization via Invariant Feature Representation ICML 2013 Spectral Clustering with Perturbed Data NeurIPS 2008