【深層学習】CLOOB

Index

CLOOB

CLIP の改善手法.

• CLIP #まとめ編
  • yhayato1320.hatenablog.com
    
    

Contrastive Leave One Out Boost

Info NCE ではなく、Info LOOB に.

• Info NCE

  • yhayato1320.hatenablog.com
    
    

• Info LOOB

  • yhayato1320.hatenablog.com
    
    

Hopfield Network を導入.

Architecture

参考

• CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP
  • [2021]
  • Abstract
  • 2 CLOOB: InfoLOOB with Modern Hopfield Networks
  • 3 InfoLOOB for Contrastive Learning
  • 4 Modern Hopfield Networks for Enriching the Covariance Structure and Cueing
  • arxiv.org