← Learning Types
Machine Learning › Learning Types ›

Domain Adaptation

1154 directly classified papers

Papers per year

Papers

Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task NAACL 2018
Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility ACL 2018
Algorithms and Theory for Multiple-Source Adaptation NIPS 2018
Extracting Relationships by Multi-Domain Matching NIPS 2018
Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions NIPS 2018
Revisiting $(\epsilon, \gamma, \tau)$-similarity learning for domain adaptation NIPS 2018
The Global Anchor Method for Quantifying Linguistic Shifts and Domain Adaptation NIPS 2018
Minimax Statistical Learning with Wasserstein distances NIPS 2018
Investigating Domain-Specific Information for Neural Coreference Resolution on Biomedical Texts ACL 2018
Domain Adaptation for Disease Phrase Matching with Adversarial Networks ACL 2018
Identifying Transferable Information Across Domains for Cross-domain Sentiment Classification ACL 2018
Domain Adapted Word Embeddings for Improved Sentiment Classification ACL 2018
Adversarial Adaptation of Synthetic or Stale Data ACL 2017
Adversarially Tuned Scene Generation CVPR 2017
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation CVPR 2017
Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation EMNLP 2017
Unsupervised Adaptive Re-Identification in Open World Dynamic Camera Networks CVPR 2017
Deep Transfer Learning with Joint Adaptation Networks ICML 2017
Earth Mover’s Distance Minimization for Unsupervised Bilingual Lexicon Induction EMNLP 2017
Learning to select data for transfer learning with Bayesian Optimization EMNLP 2017
Learning with Previously Unseen Features IJCAI 2017
An Investigation of Deep Neural Networks for Multilingual Speech Recognition Training and Adaptation INTERSPEECH 2017
Optimizing DNN Adaptation for Recognition of Enhanced Speech INTERSPEECH 2017
Learning an Invariant Hilbert Space for Domain Adaptation CVPR 2017
Learning Discriminative Correlation Subspace for Heterogeneous Domain Adaptation IJCAI 2017