Author

Xiaolong Ma

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Preprint Jul 2026

SAMPLe: SAM-based Optimizer for Prompt Learning in VLMs

SAMPLe (Sharpness-Aware Minimization Prompt Learning), a plug-in sharpness-aware optimizer that enhances prompt generalizability by accounting for loss landscape sharpness, is introduced, establishing itself as a robust, model-agnostic solution for prompt learning.

Hossein Rajoli, Fatemeh Lotfi, Niloufar Alipour Talemi et al. · 0 citations