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201201 Towards Good Practices in Self-supervised Representation Learning.md

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https://arxiv.org/abs/2012.00868

Towards Good Practices in Self-supervised Representation Learning (Srikar Appalaraju, Yi Zhu, Yusheng Xie, István Fehérvári)

self supervision에서 중요한 선택들에 대한 분석. 사실상 MoCo v2에 대한 ablation 및 분석. deep image prior로 mlp의 효과를 분석한 것이 꽤 재미있음.

#self_supervised #contrastive_learning