Search Results for author: Jewook Lee

Found 3 papers, 3 papers with code

Fair Contrastive Learning for Facial Attribute Classification

1 code implementation CVPR 2022 Sungho Park, Jewook Lee, Pilhyeon Lee, Sunhee Hwang, Dohyung Kim, Hyeran Byun

Through extensive experiments on CelebA and UTK Face, we validate that the proposed method significantly outperforms SupCon and existing state-of-the-art methods in terms of the trade-off between top-1 accuracy and fairness.

Attribute Classification +6

Feature Stylization and Domain-aware Contrastive Learning for Domain Generalization

1 code implementation19 Aug 2021 Seogkyu Jeon, Kibeom Hong, Pilhyeon Lee, Jewook Lee, Hyeran Byun

To these ends, we propose a novel domain generalization framework where feature statistics are utilized for stylizing original features to ones with novel domain properties.

Contrastive Learning Domain Generalization

Cannot find the paper you are looking for? You can Submit a new open access paper.