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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

End-to-End Adversarial Memory Network for Cross-domain Sentiment Classification IJCAI 2017
Demystifying Neural Style Transfer IJCAI 2017
Theoretic Analysis and Extremely Easy Algorithms for Domain Adaptive Feature Learning IJCAI 2017
Estimating individual treatment effect: generalization bounds and algorithms ICML 2017
Handling Cold-Start Problem in Review Spam Detection by Jointly Embedding Texts and Behaviors ACL 2017
Joint Geometrical and Statistical Alignment for Visual Domain Adaptation CVPR 2017
Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation CVPR 2017
Dynamic Attention-Controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-Set Sample Weighting CVPR 2017
Unsupervised Pixel-Level Domain Adaptation With Generative Adversarial Networks CVPR 2017
Learning Sleep Stages from Radio Signals: A Conditional Adversarial Architecture ICML 2017
Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains ACL 2017
Bandit Structured Prediction for Neural Sequence-to-Sequence Learning ACL 2017
Borrowing Treasures From the Wealthy: Deep Transfer Learning Through Selective Joint Fine-Tuning CVPR 2017
Learning an Invariant Hilbert Space for Domain Adaptation CVPR 2017
Zero Shot Learning via Multi-Scale Manifold Regularization CVPR 2017
Zero-Shot Classification With Discriminative Semantic Representation Learning CVPR 2017
Triangle Generative Adversarial Networks NIPS 2017
Cross-domain Semantic Parsing via Paraphrasing EMNLP 2017
Part-of-Speech Tagging for Twitter with Adversarial Neural Networks EMNLP 2017
Speaker Verification Under Adverse Conditions Using i-Vector Adaptation and Neural Networks INTERSPEECH 2017
Domain Mismatch Modeling of Out-Domain i-Vectors for PLDA Speaker Verification INTERSPEECH 2017
Exploiting Eigenposteriors for Semi-Supervised Training of DNN Acoustic Models with Sequence Discrimination INTERSPEECH 2017
Towards Zero-Shot Frame Semantic Parsing for Domain Scaling INTERSPEECH 2017
Unsupervised Discriminative Training of PLDA for Domain Adaptation in Speaker Verification INTERSPEECH 2017
Improving the Effectiveness of Speaker Verification Domain Adaptation with Inadequate In-Domain Data INTERSPEECH 2017