Search Results for author: Hosik Choi

Found 4 papers, 3 papers with code

BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning

1 code implementation CVPR 2023 Changdae Oh, Hyeji Hwang, Hee-young Lee, Yongtaek Lim, Geunyoung Jung, Jiyoung Jung, Hosik Choi, Kyungwoo Song

In this work, we propose black-box visual prompting (BlackVIP), which efficiently adapts the PTMs without knowledge about model architectures and parameters.

Transfer Learning Visual Prompting

EXoN: EXplainable encoder Network

1 code implementation23 May 2021 SeungHwan An, Hosik Choi, Jong-June Jeon

To improve the performance of our VAE in a classification task without the loss of performance as a generative model, we employ a new semi-supervised classification method called SCI (Soft-label Consistency Interpolation).

Classification

Primal path algorithm for compositional data analysis

no code implementations21 Dec 2018 Jong-June Jeon, Yongdai Kim, Sungho Won, Hosik Choi

To reflect these characteristics, a specific regularized regression model with linear constraints is commonly used.

General Classification regression

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