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Updated: Jan 30, 2026

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对象引导的对比语言-图像预训练,用于零射击目标识别

Chenghao Zheng1

  • 1Southwest China Institute of Electronic Technology, Chengdu, 610036, Sichuan, China. zch.512@163.com.

Scientific reports
|January 28, 2026
PubMed
概括

对象指南CLIP (OG-CLIP) 通过改进目标识别来增强安全的视觉语言模型. 它通过知识图,以区域为中心的处理和适应性功能实现了更高的准确性,优于标准模型.

关键词:
注意力机制注意力机制计算机视觉 计算机视觉 计算机视觉深度学习是一种深度学习.对象识别功能 识别对象

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Language

Language is a unique communication system that uses words and systematic rules to organize and transmit information. Unlike other forms of communication, which may involve postures, movements, odors, or vocalizations, language relies on symbols and grammar. This makes human communication distinct from that of other species, who also communicate but do not use language in the same way humans do.
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Children master language quickly and with relative ease, supported by both biological predisposition and reinforcement. B. F. Skinner (1957) proposed that language is learned through reinforcement, while Noam Chomsky (1965) argued that language acquisition mechanisms are biologically determined.
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