一作ICLR 2026Poster· Theory / Domain Adaptation and Transfer Learning
Co-LoRA: Collaborative Model Personalization on Heterogeneous Multi-Modal Clients
Minhyuk Seo · Taeheon Kim · Hankook Lee · Jonghyun Choi · Tinne Tuytelaars
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Minhyuk Seo · Taeheon Kim · Hankook Lee · Jonghyun Choi · Tinne Tuytelaars
Minjae Lee · Minhyuk Seo · Tingyu Qu · Tinne Tuytelaars · Jonghyun Choi
In continual instruction tuning (CIT) scenarios, where new instruction tuning data continuously arrive in an online streaming manner, training delays from large-scale data significantly hinder real-time adaptation. Data selection can mitigate this overhead, but existing strategies often rely on p...