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iGPT - Generative Pretraining from Pixels #930

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junxnone opened this issue Feb 18, 2021 · 0 comments
Open

iGPT - Generative Pretraining from Pixels #930

junxnone opened this issue Feb 18, 2021 · 0 comments
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junxnone commented Feb 18, 2021 •
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Reference

  • 2020-07 [iGPT] Generative Pretraining from Pixels[Paper] [Code]

Brief

Motivation

  • 背景/存在的问题
  • 做了什么尝试/分别有什么效果
  • 应用领域

Arch

image

  • Resize Low resolution
  • Reshaping 1D Sequence
  • Next pixel prediction/Masked pixel prediction

相关概念

  • Next pixel prediction (auto-regressive)-- GPT
  • Masked pixel prediction -- BERT
  • Linear probe

Evaluation

Tricks
@junxnone junxnone added the Paper label Feb 18, 2021
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