[Paper Review] Integrating Language Guidance into Vision-based Deep Metric Learning

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  • เผยแพร่เมื่อ 29 ก.ย. 2024
  • 1. 논문 제목 : Integrating Language Guidance into Vision-based Deep Metric Learning
    2. 원문 링크 : arxiv.org/abs/...
    3. 요약
    - Deep Metric Learning에 pretrained language model을 활용한 Language guidance loss 제안
    - language similarity matrix를 이용해 언어적인 맥락을 반영
    - 클래스 라벨을 활용한 ELG loss와 pseudo label을 활용한 PLG loss 제안
    4. Keyword : DML, Language Guidance
    5. 발표자: 임훈

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