Stanford CS330 Lecture

주영·2023년 4월 10일
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Stanford CS330

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stanford 강의 정리한 글입니다.
(출처 : [Deep Multi-Task & Meta Learning - What is multi-task learning I 2022 I Lecture 1](Deep Multi-Task & Meta Learning - What is multi-task learning I 2022 I Lecture 1))

About Lecture

course website : www.cs330.stanford.edu

index

  • 멀티태스킹 학습을 위한 현대적인 딥러닝
  • PyTorch로 구현과 작동법 이해
  • 만드는 방법에 관련된 간략한 설명

topic

  • multi-task learning, transfer learning basics
  • Meta-learning algorithms (black-box, optimization, metric)
  • Advanced meta-learning topics
  • Unsupervised pre-training for few-shot learning
  • Domain adaptation & generalization
  • Lifelong learning
  • Open problems
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에러일기, What I learned, 그리고 취미생활 기록

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