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cs.LG2026
Learning Domain Trajectories with Flow Matching for Gradual Domain Adaptation
Yubo Huang, Yushe Cao, Zixi Wang +4
Large distribution shifts remain a primary obstacle for domain generalization and unsupervised adaptation. Although gradual domain adaptation alleviates this difficulty by introduc…
cs.LG2025
Self-Training with Dynamic Weighting for Robust Gradual Domain Adaptation
Zixi Wang, Yushe Cao, Yubo Huang +4
In this paper, we propose a new method called Self-Training with Dynamic Weighting (STDW), which aims to enhance robustness in Gradual Domain Adaptation (GDA) by addressing the cha…