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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

CycleEmotionGAN: Emotional Semantic Consistency Preserved CycleGAN for Adapting Image Emotions AAAI 2019
Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation AAAI 2019
Distributionally Robust Semi-Supervised Learning for People-Centric Sensing AAAI 2019
Multistream Classification with Relative Density Ratio Estimation AAAI 2019
Exploiting Local Feature Patterns for Unsupervised Domain Adaptation AAAI 2019
Domain Agnostic Real-Valued Specificity Prediction AAAI 2019
Transductive Zero-Shot Learning via Visual Center Adaptation AAAI 2019
Automatic Generation of High Quality CCGbanks for Parser Domain Adaptation ACL 2019
A Joint Named-Entity Recognizer for Heterogeneous Tag-sets Using a Tag Hierarchy ACL 2019
Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes ACL 2019
A Wind of Change: Detecting and Evaluating Lexical Semantic Change across Times and Domains ACL 2019
Domain Adaptive Dialog Generation via Meta Learning ACL 2019
Decomposable Neural Paraphrase Generation ACL 2019
A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction ACL 2019
Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation Models ACL 2019
A Multi-Platform Annotation Ecosystem for Domain Adaptation ACL 2019
Improved Generalization of Arabic Text Classifiers ACL 2019
UCAM Biomedical Translation at WMT19: Transfer Learning Multi-domain Ensembles ACL 2019
DARec: Deep Domain Adaptation for Cross-Domain Recommendation via Transferring Rating Patterns IJCAI 2019
Sequence-To-Sequence Domain Adaptation Network for Robust Text Image Recognition CVPR 2019
Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach CVPR 2019
Self-Supervised Adaptation of High-Fidelity Face Models for Monocular Performance Tracking CVPR 2019
Typography With Decor: Intelligent Text Style Transfer CVPR 2019
RDPD: Rich Data Helps Poor Data via Imitation IJCAI 2019
Zero-shot Learning via Simultaneous Generating and Learning NIPS 2019