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Domain Adaptation

106 directly classified papers

Papers per year

Papers

Multi-Cell Compositional LSTM for NER Domain Adaptation ACL 2020
HoMM: Higher-Order Moment Matching for Unsupervised Domain Adaptation AAAI 2020
Multi-Task Supervised Pretraining for Neural Domain Adaptation ACL 2020
FDA: Fourier Domain Adaptation for Semantic Segmentation CVPR 2020
What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation CVPR 2020
Multi-Spectral Salient Object Detection by Adversarial Domain Adaptation AAAI 2020
Visual Domain Adaptation by Consensus-Based Transfer to Intermediate Domain AAAI 2020
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation ACL 2020
Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training EMNLP 2020
Action Segmentation With Joint Self-Supervised Temporal Domain Adaptation CVPR 2020
Domain Balancing: Face Recognition on Long-Tailed Domains CVPR 2020
Semi-supervised Domain Adaptation for Dependency Parsing ACL 2019
Automatic Adaptation of Object Detectors to New Domains Using Self-Training CVPR 2019
Adapting Object Detectors via Selective Cross-Domain Alignment CVPR 2019
Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling EMNLP 2019
Domain Differential Adaptation for Neural Machine Translation EMNLP 2019
Domain Agnostic Real-Valued Specificity Prediction AAAI 2019
Cross-Domain Visual Representations via Unsupervised Graph Alignment AAAI 2019
Joint Learning of Pre-Trained and Random Units for Domain Adaptation in Part-of-Speech Tagging NAACL 2019
Transfer Learning via Unsupervised Task Discovery for Visual Question Answering CVPR 2019
Adversarial Domain Adaptation Using Artificial Titles for Abstractive Title Generation ACL 2019
Learning Robust Global Representations by Penalizing Local Predictive Power NIPS 2019
Transferable Interactive Memory Network for Domain Adaptation in Fine-Grained Opinion Extraction AAAI 2019
Word-based Domain Adaptation for Neural Machine Translation EMNLP 2018
Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation EMNLP 2017