Search Results for author: Doyoung Yoon

Found 2 papers, 1 papers with code

Rethinking Evaluation Protocols of Visual Representations Learned via Self-supervised Learning

no code implementations7 Apr 2023 Jae-Hun Lee, Doyoung Yoon, ByeongMoon Ji, Kyungyul Kim, Sangheum Hwang

Linear probing (LP) (and $k$-NN) on the upstream dataset with labels (e. g., ImageNet) and transfer learning (TL) to various downstream datasets are commonly employed to evaluate the quality of visual representations learned via self-supervised learning (SSL).

Self-Supervised Learning Transfer Learning

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