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Updated: Jun 3, 2025

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克莱夫特:语言图像对比学习,使用高效的大型语言模型和快速微调.

Yuexi Du1, Brian Chang1, Nicha C Dvornek1,2

  • 1Department of Biomedical Engineering, Yale University, New Haven, CT, USA.

Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
|January 10, 2025
PubMed
概括

我们开发了CLEFT,这是一种有效的对比学习方法,用于医学成像. 它通过学习基于上下文的提示来提高性能,减少模型大小和培训需求.

关键词:
胸部X射线 胸部X射线相反的学习学习.深度学习 (Deep Learning) 是一种深度学习.乳房学 乳房学 乳房学多模式的多模式

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Language serves as a bridge between ideas and communication, influencing how individuals perceive and interact with the world. Psychologists have long debated whether language shapes thought or vice versa. This discussion gained grip with Edward Sapir and Benjamin Lee Whorf in the 1940s, who proposed that language determines thought, a concept known as linguistic determinism. They suggested that the vocabulary and structure of a language influence how its speakers think and perceive reality.
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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.
The critical period for language acquisition suggests that the ability to acquire language is at its peak early in life. As people age, this proficiency decreases. Language development begins very...
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