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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

Autoencoder Based Domain Adaptation for Speaker Recognition Under Insufficient Channel Information INTERSPEECH 2017
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension EMNLP 2017
Large-Scale Domain Adaptation via Teacher-Student Learning INTERSPEECH 2017
Zero-Shot Learning for Natural Language Understanding Using Domain-Independent Sequential Structure and Question Types INTERSPEECH 2017
Semi-Supervised Adaptation of RNNLMs by Fine-Tuning with Domain-Specific Auxiliary Features INTERSPEECH 2017
Single and Cross-domain Polarity Classification using String Kernels EACL 2017
Neural Lattice Search for Domain Adaptation in Machine Translation IJCNLP 2017
Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure IJCNLP 2017
Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification IJCNLP 2017
NITE: A Neural Inductive Teaching Framework for Domain Specific NER EMNLP 2017
Domain-Adaptable Hybrid Generation of RDF Entity Descriptions IJCNLP 2017
Multi-Instance Learning with Key Instance Shift IJCAI 2017
Learning with Previously Unseen Features IJCAI 2017
Gradient-free Policy Architecture Search and Adaptation CORL 2017
Deep Transfer Learning with Joint Adaptation Networks ICML 2017
Few-Shot Adversarial Domain Adaptation NIPS 2017
One-Sided Unsupervised Domain Mapping NIPS 2017
Neural vs. Phrase-Based Machine Translation in a Multi-Domain Scenario EACL 2017
Unsupervised Image-to-Image Translation Networks NIPS 2017
MarrNet: 3D Shape Reconstruction via 2.5D Sketches NIPS 2017
Domain Adaptation for Relation Extraction with Domain Adversarial Neural Network IJCNLP 2017
Regularization techniques for fine-tuning in neural machine translation EMNLP 2017
Out-of-domain FrameNet Semantic Role Labeling EACL 2017
Learning to Pivot with Adversarial Networks NIPS 2017
Dynamic Data Selection for Neural Machine Translation EMNLP 2017