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cs.LG2026
Saliency-Aware Model Merging
Jungin Park, Jiyoung Lee, Kwanghoon Sohn
Model merging aims to consolidate multiple task-specific models fine-tuned on different datasets into a unified architecture that performs cross-domain proficiency. Current data-fr…
cs.LG2023★ 1 cited
Layer-wise Auto-Weighting for Non-Stationary Test-Time Adaptation
Junyoung Park, Jin Kim, Hyeongjun Kwon +2
Given the inevitability of domain shifts during inference in real-world applications, test-time adaptation (TTA) is essential for model adaptation after deployment. However, the re…