Domain Adaptation

Domain Balancing: Face Recognition on Long-Tailed Domains CVPR 2020 Domain Conditioned Adaptation Network AAAI 2020 Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation CVPR 2020 DoveNet: Deep Image Harmonization via Domain Verification CVPR 2020 Dual Adversarial Co-Learning for Multi-Domain Text Classification AAAI 2020 Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models EMNLP 2020 End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems EMNLP 2020 Enhanced Transport Distance for Unsupervised Domain Adaptation CVPR 2020 Exploring Categorical Regularization for Domain Adaptive Object Detection CVPR 2020 Exploring Category-Agnostic Clusters for Open-Set Domain Adaptation CVPR 2020 FDA: Fourier Domain Adaptation for Semantic Segmentation CVPR 2020 Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training EMNLP 2020 Findings of the WMT 2020 Shared Task on Machine Translation Robustness EMNLP 2020 Focus on Defocus: Bridging the Synthetic to Real Domain Gap for Depth Estimation CVPR 2020 Generative Adversarial Networks for Video-to-Video Domain Adaptation AAAI 2020 Harmonizing Transferability and Discriminability for Adapting Object Detectors CVPR 2020 Heuristic Domain Adaptation NeurIPS 2020 HoMM: Higher-Order Moment Matching for Unsupervised Domain Adaptation AAAI 2020 Human-Machine Collaboration for Fast Land Cover Mapping AAAI 2020 Image Based Virtual Try-On Network From Unpaired Data CVPR 2020 Improving Document-Level Neural Machine Translation with Domain Adaptation ACL 2020 Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning AAAI 2020 Improving robustness against common corruptions by covariate shift adaptation NeurIPS 2020 Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA EMNLP 2020 Joint Adversarial Learning for Domain Adaptation in Semantic Segmentation AAAI 2020