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SAM-PTx: Text-Guided Fine-Tuning of SAM With Parameter-Efficient, Parallel-Text Adapters

The Segment Anything Model (SAM) has demonstrated impressive generalization in prompt-driven segmentation. Yet, the potential of semantic text prompts such as class names remains underexplored compared to traditional spatial prompts, including points and boxes. This paper introduces SAM-PTx, a param...

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Autori principali: Shayan Jalilian, Abdul Bais
Natura: Artigo
Lingua:Inglês
Pubblicazione: IEEE 2026-01-01
Serie:IEEE Access
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Accesso online:https://ieeexplore.ieee.org/document/11413927/
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