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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

Active Multi-source Domain Adaptation for Multimodal Fake News Detection AAAI 2026
Low-Rank Expert Merging for Multi-Source Domain Adaptation in Person Re-Identification WACV 2026
MuSACo: Multimodal Subject-Specific Selection and Adaptation for Expression Recognition with Co-Training WACV 2026
A Theory of Learning Unified Model via Knowledge Integration from Label Space Varying Domains CVPR 2025
Invertible Projection and Conditional Alignment for Multi-Source Blended-Target Domain Adaptation AAAI 2025
Attention-Based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object Detectors WACV 2025
Multi-Source Domain Adaptation for Object Detection With Prototype-Based Mean Teacher WACV 2024
More is Better: Deep Domain Adaptation with Multiple Sources IJCAI 2024
Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer CVPR 2024
Alleviating Imbalanced Pseudo-label Distribution: Self-Supervised Multi-Source Domain Adaptation with Label-specific Confidence IJCAI 2024
Cycle Self-Refinement for Multi-Source Domain Adaptation AAAI 2024
Enhancing Domain Adaptation through Prompt Gradient Alignment NIPS 2024
Style Adaptation and Uncertainty Estimation for Multi-Source Blended-Target Domain Adaptation NIPS 2024
On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain Adaptation ICML 2023
Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain Adaptation AISTATS 2023
Discriminability and Transferability Estimation: A Bayesian Source Importance Estimation Approach for Multi-Source-Free Domain Adaptation AAAI 2023
Subspace Identification for Multi-Source Domain Adaptation NIPS 2023
Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation NIPS 2023
Self-paced Supervision for Multi-source Domain Adaptation IJCAI 2022
Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection CVPR 2022
Coupled Training for Multi-Source Domain Adaptation WACV 2022
Mutual Learning of Joint and Separate Domain Alignments for Multi-Source Domain Adaptation WACV 2022
Distance-Based Hyperspherical Classification for Multi-Source Open-Set Domain Adaptation WACV 2022
Multi-source domain adaptation via weighted joint distributions optimal transport UAI 2022
Confident Anchor-Induced Multi-Source Free Domain Adaptation NIPS 2021