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[14] SwAV : Unsupervised Learning of Visual Features by Contrasting Cluster Assignments #14

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Dongwoo-Im opened this issue Dec 25, 2022 · 1 comment
Open

[14] SwAV : Unsupervised Learning of Visual Features by Contrasting Cluster Assignments #14

Dongwoo-Im opened this issue Dec 25, 2022 · 1 comment
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NIPS '20 Self-supervised Learning

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Dongwoo-Im commented Dec 25, 2022 •
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한 줄 요약

  • SSL 분야에서 clustering 방식에 contrastive learning 방식을 적용한 논문으로, 기존의 clustering 방식을 개선하여 mini-batch 학습이 가능하게 하였으며, small view를 추가한 multi-crop training을 제안했다.

선택 이유

  • 성능이 좋고, multi-crop training도 효율적인 것 같고, clustering 방식의 SSL이 궁금해서 선정했다.
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notion review

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