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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

Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval IJCAI 2021
Adaptive Nearest Neighbor Machine Translation ACL 2021
Semantically Robust Unpaired Image Translation for Data With Unmatched Semantics Statistics ICCV 2021
Dual Bipartite Graph Learning: A General Approach for Domain Adaptive Object Detection ICCV 2021
Learning Invariant Representations and Risks for Semi-Supervised Domain Adaptation CVPR 2021
Robust Fairness Under Covariate Shift AAAI 2021
Distant Transfer Learning via Deep Random Walk AAAI 2021
An Adaptive Hybrid Framework for Cross-domain Aspect-based Sentiment Analysis AAAI 2021
A Semi-supervised Multi-task Learning Approach to Classify Customer Contact Intents ACL 2021
Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation AAAI 2021
Improved Handling of Motion Blur in Online Object Detection CVPR 2021
Dual Path Learning for Domain Adaptation of Semantic Segmentation ICCV 2021
A Million Tweets Are Worth a Few Points: Tuning Transformers for Customer Service Tasks NAACL 2021
C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak AAAI 2021
Augmented Experiment in Material Engineering Using Machine Learning AAAI 2021
NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search AAAI 2021
When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation ACL 2021
Data and Model Distillation as a Solution for Domain-transferable Fact Verification NAACL 2021
Unsupervised Model Adaptation for Continual Semantic Segmentation AAAI 2021
“Hold on honey, men at work”: A semi-supervised approach to detecting sexism in sitcoms ACL 2021
ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling ACL 2021
Cross-Domain Recommendation: Challenges, Progress, and Prospects IJCAI 2021
Mandoline: Model Evaluation under Distribution Shift ICML 2021
Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation AAAI 2021
Learning Cross-Task Attribute - Attribute Similarity for Multi-task Attribute-Value Extraction ACL 2021