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domain adaptation

4578 papers

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Also known as

DANN UNIDA UDA DA DAPT

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

The University of Helsinki submissions to the WMT18 news task EMNLP 2018
Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction EMNLP 2018
Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification (Extended Abstract) IJCAI 2018
Non-Adversarial Mapping with VAEs NIPS 2018
Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification EMNLP 2018
Strong Baselines for Neural Semi-Supervised Learning under Domain Shift ACL 2018
Learning from Chunk-based Feedback in Neural Machine Translation ACL 2018
Document-Level Adaptation for Neural Machine Translation ACL 2018
A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation INTERSPEECH 2018
Generalizing to Unseen Domains via Adversarial Data Augmentation NIPS 2018
Cross-Domain Review Helpfulness Prediction Based on Convolutional Neural Networks with Auxiliary Domain Discriminators NAACL 2018
Effectiveness of Single-Channel BLSTM Enhancement for Language Identification INTERSPEECH 2018
Encoder Transfer for Attention-based Acoustic-to-word Speech Recognition INTERSPEECH 2018
Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation CVPR 2018
Domain Adaptation via Tree Kernel Based Maximum Mean Discrepancy for User Consumption Intention Identification IJCAI 2018
Distance Metric Facilitated Transportation between Heterogeneous Domains IJCAI 2018
Instance Weighting with Applications to Cross-domain Text Classification via Trading off Sample Selection Bias and Variance IJCAI 2018
Lifelong Domain Word Embedding via Meta-Learning IJCAI 2018
Repairing ASR output by Artificial Development and Ontology based Learning IJCAI 2018
MIXGAN: Learning Concepts from Different Domains for Mixture Generation IJCAI 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation CVPR 2018
Translations as Additional Contexts for Sentence Classification IJCAI 2018
Extracting Relationships by Multi-Domain Matching NIPS 2018
Toward Cross-Domain Engagement Analysis in Medical Notes ACL 2018
Domain Adaptation for Disease Phrase Matching with Adversarial Networks ACL 2018