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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

MLSL: Multi-Level Self-Supervised Learning for Domain Adaptation with Spatially Independent and Semantically Consistent Labeling WACV 2020
NRC Systems for the 2020 Inuktitut-English News Translation Task EMNLP 2020
Learning from Unlabelled Data for Clinical Semantic Textual Similarity EMNLP 2020
The University of Edinburgh-Uppsala University’s Submission to the WMT 2020 Chat Translation Task EMNLP 2020
DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis EMNLP 2020
Naver Labs Europe’s Participation in the Robustness, Chat, and Biomedical Tasks at WMT 2020 EMNLP 2020
Unsupervised Vehicle Re-identification with Progressive Adaptation IJCAI 2020
Bidirectional Adversarial Training for Semi-Supervised Domain Adaptation IJCAI 2020
Unsupervised Scene Adaptation with Memory Regularization in vivo IJCAI 2020
Metric Learning in Optimal Transport for Domain Adaptation IJCAI 2020
Unsupervised Domain Adaptation with Dual-Scheme Fusion Network for Medical Image Segmentation IJCAI 2020
Domain Adaptation for Semantic Parsing IJCAI 2020
Weakly-Supervised Domain Adaptation via GAN and Mesh Model for Estimating 3D Hand Poses Interacting Objects CVPR 2020
Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation NIPS 2020
A Dictionary Approach to Domain-Invariant Learning in Deep Networks NIPS 2020
Heuristic Domain Adaptation NIPS 2020
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID NIPS 2020
Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation NIPS 2020
Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels NIPS 2020
Universal Domain Adaptation through Self Supervision NIPS 2020
CO-Optimal Transport NIPS 2020
Transferable Calibration with Lower Bias and Variance in Domain Adaptation NIPS 2020
Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift NIPS 2020
Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution Alignment NIPS 2020
Learning to Adapt to Evolving Domains NIPS 2020