Preprint
Aug 2026
ES-VP : Energy-Shaped Dynamic Visual Prompting for Efficient Model Adaptation
Energy-Shaped Visual Prompting (ES-VP), a novel approach that generates image-specific prompts using low-rank initialization and energy-guided dynamic adaptation, achieving superior performance with fewer parameters compared to single-prompt methods, thereby establishing a new benchmark for efficient and generalizable model adaptation.
Can Jin, Ying Li, Jingchen Sun et al.
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