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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

Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings ACL 2019
Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition ACL 2019
Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2019
Learning Transferable Feature Representations Using Neural Networks ACL 2019
Semi-supervised Stochastic Multi-Domain Learning using Variational Inference ACL 2019
Learning Semantic Segmentation From Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach CVPR 2019
Efficient Multi-Domain Learning by Covariance Normalization CVPR 2019
DANE: Domain Adaptive Network Embedding IJCAI 2019
Aggressive Driving Saves More Time? Multi-task Learning for Customized Travel Time Estimation IJCAI 2019
Unsupervised Stylish Image Description Generation via Domain Layer Norm AAAI 2019
A Parametric Top-View Representation of Complex Road Scenes CVPR 2019
From Statistical Transportability to Estimating the Effect of Stochastic Interventions IJCAI 2019
Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding AAAI 2019
When Do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception Using Individual Treatment Effect Estimation AAAI 2019
Interactive Attention Transfer Network for Cross-Domain Sentiment Classification AAAI 2019
Analysis of Deep Learning Architectures for Cross-Corpus Speech Emotion Recognition INTERSPEECH 2019
Domain Agnostic Learning with Disentangled Representations ICML 2019
Screening Sinkhorn Algorithm for Regularized Optimal Transport NIPS 2019
Transfer Learning via Minimizing the Performance Gap Between Domains NIPS 2019
PointDAN: A Multi-Scale 3D Domain Adaption Network for Point Cloud Representation NIPS 2019
Data-Driven Approach to Multiple-Source Domain Adaptation AISTATS 2019
Preventing Failures Due to Dataset Shift: Learning Predictive Models That Transport AISTATS 2019
Semi-Generative Modelling: Covariate-Shift Adaptation with Cause and Effect Features AISTATS 2019
On Target Shift in Adversarial Domain Adaptation AISTATS 2019
Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning JMLR 2019