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Domain Adaptation

183 directly classified papers

Papers per year

Papers

Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification EMNLP 2018
Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging EMNLP 2018
Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable ACL 2018
Fully Convolutional Adaptation Networks for Semantic Segmentation CVPR 2018
Representation Learning for Treatment Effect Estimation from Observational Data NIPS 2018
Domain-Invariant Projection Learning for Zero-Shot Recognition NIPS 2018
Deep Cross-Media Knowledge Transfer CVPR 2018
Label Efficient Learning of Transferable Representations acrosss Domains and Tasks NIPS 2017
Efficient Extraction of Pseudo-Parallel Sentences from Raw Monolingual Data Using Word Embeddings ACL 2017
An Empirical Comparison of Domain Adaptation Methods for Neural Machine Translation ACL 2017
Learning From Simulated and Unsupervised Images Through Adversarial Training CVPR 2017
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings EMNLP 2017
Active Sentiment Domain Adaptation ACL 2017
Weakly Supervised Object Localization With Progressive Domain Adaptation CVPR 2016
Learning Transferrable Representations for Unsupervised Domain Adaptation NIPS 2016
Multivariate Regression on the Grassmannian for Predicting Novel Domains CVPR 2016
Learning Cross-Domain Landmarks for Heterogeneous Domain Adaptation CVPR 2016
Semi-Supervised Domain Adaptation With Subspace Learning for Visual Recognition CVPR 2015
Predicting the Future Behavior of a Time-Varying Probability Distribution CVPR 2015
Landmarks-Based Kernelized Subspace Alignment for Unsupervised Domain Adaptation CVPR 2015
A Study on Cross-Population Age Estimation CVPR 2014
Transportability from Multiple Environments with Limited Experiments NIPS 2013
Generalized Domain-Adaptive Dictionaries CVPR 2013
Efficient Detector Adaptation for Object Detection in a Video CVPR 2013
Generalization Bounds for Domain Adaptation NIPS 2012