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32 papers

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Co-occurring keywords

domain adaptation (4595) transfer learning (5449) source domain (31) domain shift (318) unsupervised domain adaptation (442) active learning (1301) uncertainty estimation (648) semi-supervised learning (2341) distribution shift (722) multi-source domain adaptation (56)

Papers

Semi-supervised Domain Adaptation via Mutual Alignment through Joint Error WACV 2026
Discriminative Pattern Calibration Mechanism for Source-Free Domain Adaptation CVPR 2024
Domain-Aware Data Selection for Speech Classification via Meta-Reweighting INTERSPEECH 2024
Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer CVPR 2024
Local Context-Aware Active Domain Adaptation ICCV 2023
AsyFOD: An Asymmetric Adaptation Paradigm for Few-Shot Domain Adaptive Object Detection CVPR 2023
A Probabilistic Framework for Lifelong Test-Time Adaptation CVPR 2023
SPA: A Graph Spectral Alignment Perspective for Domain Adaptation NIPS 2023
Domain Adaptation of Machine Translation with Crowdworkers EMNLP 2022
Confidence Score for Source-Free Unsupervised Domain Adaptation ICML 2022
Domain Adaptation for Time Series Forecasting via Attention Sharing ICML 2022
Mutual Learning of Joint and Separate Domain Alignments for Multi-Source Domain Adaptation WACV 2022
Active Learning for Domain Adaptation: An Energy-Based Approach AAAI 2022
TOHAN: A One-step Approach towards Few-shot Hypothesis Adaptation NIPS 2021
Pareto Domain Adaptation NIPS 2021
Exploiting Auxiliary Data for Offensive Language Detection with Bidirectional Transformers ACL 2021
Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning NIPS 2021
Domain Adaptation With Auxiliary Target Domain-Oriented Classifier CVPR 2021
Does enforcing fairness mitigate biases caused by subpopulation shift? NIPS 2021
Transfer Learning for Anomaly Detection through Localized and Unsupervised Instance Selection AAAI 2020
Margin-aware Adversarial Domain Adaptation with Optimal Transport ICML 2020
Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning AAAI 2020
Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation EMNLP 2019
Biomedical Relation Classification by single and multiple source domain adaptation EMNLP 2019
RadialGAN: Leveraging multiple datasets to improve target-specific predictive models using Generative Adversarial Networks ICML 2018