MARS: Harmonizing Multimodal Convergence via Adaptive Rank Search

arXiv:2603.00720 · cs.LG · Submitted 2026-02-28 · Read on arXiv

cs.LG

Submitted: 2026-02-28

Updated: 2026-10-13

Terminology

• Adaptation — 2× in this paper · explained in 1 episode
• Fine-Tuning — 2× in this paper · explained in 5 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Low-Rank Adaptation (LoRA) — 1× in this paper · explained in 10 episodes
• Multimodal Adaptive Rank Search — 1× in this paper
• Scaling Laws — 1× in this paper · explained in 4 episodes

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