VisPrompt improves prompt learning robustness under label noise by injecting instance-level visual semantics via attention and adaptive modulation while freezing the VLM backbone.
In36th British Machine Vision Conference 2025, BMVC 2025, Sheffield, UK, November 24-27
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Seeing is Believing: Robust Vision-Guided Cross-Modal Prompt Learning under Label Noise
VisPrompt improves prompt learning robustness under label noise by injecting instance-level visual semantics via attention and adaptive modulation while freezing the VLM backbone.