Domain Adaptation

Automatic Adaptation of Object Detectors to New Domains Using Self-Training CVPR 2019 Cross-Domain Visual Representations via Unsupervised Graph Alignment AAAI 2019 Domain Agnostic Real-Valued Specificity Prediction AAAI 2019 Domain Differential Adaptation for Neural Machine Translation EMNLP 2019 Improving the Generalization of Adversarial Training with Domain Adaptation ICLR 2019 Joint Learning of Pre-Trained and Random Units for Domain Adaptation in Part-of-Speech Tagging NAACL 2019 Learning Robust Global Representations by Penalizing Local Predictive Power NeurIPS 2019 Regularized Learning for Domain Adaptation under Label Shifts ICLR 2019 Semi-supervised Domain Adaptation for Dependency Parsing ACL 2019 Transferable Interactive Memory Network for Domain Adaptation in Fine-Grained Opinion Extraction AAAI 2019 Transfer Learning via Unsupervised Task Discovery for Visual Question Answering CVPR 2019 Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling EMNLP 2019 Zero-shot Domain Adaptation Based on Attribute Information ACML 2019 Word-based Domain Adaptation for Neural Machine Translation EMNLP 2018 Deep Hashing Network for Unsupervised Domain Adaptation CVPR 2017 Domain Adaptation by Mixture of Alignments of Second- or Higher-Order Scatter Tensors CVPR 2017 Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation EMNLP 2017 Domain Separation Networks NeurIPS 2016 Mapping Estimation for Discrete Optimal Transport NeurIPS 2016 Deep Domain Adaptation for Describing People Based on Fine-Grained Clothing Attributes CVPR 2015 LSDA: Large Scale Detection through Adaptation NeurIPS 2014 Transportability from Multiple Environments with Limited Experiments: Completeness Results NeurIPS 2014 Reshaping Visual Datasets for Domain Adaptation NeurIPS 2013 Semi-supervised Domain Adaptation with Instance Constraints CVPR 2013 Generalization Bounds for Domain Adaptation NeurIPS 2012