most citedRestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior

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cs.LG2026

Not All Ranks Are Equal: Budget-Aware LoRA Merging Across Tasks

Avinash Amballa, Yashas Malur Saidutta, Wenbo Li +2

Merging low-rank adapters (LoRAs) promises to eliminate the overhead of swapping task-specific weights at inference time. However, existing merging methods assume every layer needs…