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multi-source domain adaptation

56 papers

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Also known as

MUDA MSDA

Co-occurring keywords

domain adaptation (4595) transfer learning (5449) unsupervised domain adaptation (442) multi-source learning (48) adversarial learning (1595) domain shift (318) feature alignment (416) domain alignment (64) knowledge distillation (3725) domain generalization (1522)

Papers

A Theory of Multiple-Source Adaptation with Limited Target Labeled Data AISTATS 2021
Wasserstein Barycenter for Multi-Source Domain Adaptation CVPR 2021
Unsupervised Multi-Source Domain Adaptation Without Access to Source Data CVPR 2021
Multi-Source Domain Adaptation With Collaborative Learning for Semantic Segmentation CVPR 2021
Partial Feature Selection and Alignment for Multi-Source Domain Adaptation CVPR 2021
Most: multi-source domain adaptation via optimal transport for student-teacher learning UAI 2021
Confident Anchor-Induced Multi-Source Free Domain Adaptation NIPS 2021
KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation ICML 2021
Aggregating From Multiple Target-Shifted Sources ICML 2021
Multi-Source Domain Adaptation for Object Detection ICCV 2021
T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation ICCV 2021
Information-Theoretic Regularization for Multi-Source Domain Adaptation ICCV 2021
Dynamic Transfer for Multi-Source Domain Adaptation CVPR 2021
Unsupervised Multi-Source Domain Adaptation for Person Re-Identification CVPR 2021
STEM: An Approach to Multi-Source Domain Adaptation With Guarantees ICCV 2021
Multi-Source Distilling Domain Adaptation AAAI 2020
Adversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis AAAI 2020
Multi-Source Domain Adaptation for Visual Sentiment Classification AAAI 2020
Transformer Based Multi-Source Domain Adaptation EMNLP 2020
GradMix: Multi-source Transfer across Domains and Tasks WACV 2020
Your Classifier can Secretly Suffice Multi-Source Domain Adaptation NIPS 2020
Aligning Domain-Specific Distribution and Classifier for Cross-Domain Classification from Multiple Sources AAAI 2019
Optimal Transport for Multi-source Domain Adaptation under Target Shift AISTATS 2019
Moment Matching for Multi-Source Domain Adaptation ICCV 2019
Data-Driven Approach to Multiple-Source Domain Adaptation AISTATS 2019