Author

Jingchen Sun

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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. · 0 citations