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Domain Adaptation

8,962 papers

Papers per year

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Papers

Naver Labs Europe’s Systems for the WMT19 Machine Translation Robustness Task ACL 2019
CUNI System for the WMT19 Robustness Task ACL 2019
NTT’s Machine Translation Systems for WMT19 Robustness Task ACL 2019
Robust Machine Translation with Domain Sensitive Pseudo-Sources: Baidu-OSU WMT19 MT Robustness Shared Task System Report ACL 2019
Exploring Transfer Learning and Domain Data Selection for the Biomedical Translation ACL 2019
Huawei’s NMT Systems for the WMT 2019 Biomedical Translation Task ACL 2019
Parallel Corpus Filtering Based on Fuzzy String Matching ACL 2019
Zero-shot Domain Adaptation Based on Attribute Information ACML 2019
Boosting Transfer Learning with Survival Data from Heterogeneous Domains AISTATS 2019
Support and Invertibility in Domain-Invariant Representations AISTATS 2019
On Target Shift in Adversarial Domain Adaptation AISTATS 2019
Optimal Transport for Multi-source Domain Adaptation under Target Shift AISTATS 2019
Semi-Generative Modelling: Covariate-Shift Adaptation with Cause and Effect Features AISTATS 2019
Statistical Optimal Transport via Factored Couplings AISTATS 2019
Preventing Failures Due to Dataset Shift: Learning Predictive Models That Transport AISTATS 2019
Low-Dimensional Density Ratio Estimation for Covariate Shift Correction AISTATS 2019
Data-Driven Approach to Multiple-Source Domain Adaptation AISTATS 2019
A Generalized Neyman-Pearson Criterion for Optimal Domain Adaptation ALT 2019
Noninteractive Locally Private Learning of Linear Models via Polynomial Approximations ALT 2019
Statistical Learning with a Nuisance Component COLT 2019
Unsupervised Adversarial Domain Adaptation for Implicit Discourse Relation Classification CONLL 2019
Slot Tagging for Task Oriented Spoken Language Understanding in Human-to-Human Conversation Scenarios CONLL 2019
Global Autoregressive Models for Data-Efficient Sequence Learning CONLL 2019
Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification CONLL 2019
Attending to Discriminative Certainty for Domain Adaptation CVPR 2019