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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Population Matching Discrepancy and Applications in Deep Learning NIPS 2017
Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation EMNLP 2017
Regularization techniques for fine-tuning in neural machine translation EMNLP 2017
Utilizing Lexical Similarity between Related, Low-resource Languages for Pivot-based SMT IJCNLP 2017
Specular Highlight Removal in Facial Images CVPR 2017
Domain Adaptation from User-level Facebook Models to County-level Twitter Predictions IJCNLP 2017
Unsupervised Image-to-Image Translation Networks NIPS 2017
Matching on Balanced Nonlinear Representations for Treatment Effects Estimation NIPS 2017
Label Efficient Learning of Transferable Representations acrosss Domains and Tasks NIPS 2017
Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification IJCNLP 2017
Embracing Non-Traditional Linguistic Resources for Low-resource Language Name Tagging IJCNLP 2017
Instance Weighting for Neural Machine Translation Domain Adaptation EMNLP 2017
Dynamic Data Selection for Neural Machine Translation EMNLP 2017
Learning to select data for transfer learning with Bayesian Optimization EMNLP 2017
Dual-Agent GANs for Photorealistic and Identity Preserving Profile Face Synthesis NIPS 2017
Cross-lingual and cross-domain discourse segmentation of entire documents ACL 2017
Deep Hyperalignment NIPS 2017
Learning multiple visual domains with residual adapters NIPS 2017
image2mass: Estimating the Mass of an Object from Its Image CORL 2017
Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure IJCNLP 2017
Parser Adaptation for Social Media by Integrating Normalization ACL 2017
NLP for Precision Medicine ACL 2017
Multimodal News Article Analysis IJCAI 2017
Robust Discriminative Clustering with Sparse Regularizers JMLR 2017
GUIR at SemEval-2017 Task 12: A Framework for Cross-Domain Clinical Temporal Information Extraction SEMEVAL 2017