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Fair Contrastive Learning for Facial Attribute Classification



Sungho Park , Jewook Lee , Pilhyeon Lee , Sunhee Hwang , Dohyung Kim , Hyeran Byun

* CVPR 2022 

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Inter-subject Contrastive Learning for Subject Adaptive EEG-based Visual Recognition



Pilhyeon Lee , Sunhee Hwang , Jewook Lee , Minjung Shin , Seogkyu Jeon , Hyeran Byun

* Accepted by the 10th IEEE International Winter Conference on Brain-Computer Interface (BCI 2022). Code is available at https://github.com/DeepBCI/Deep-BCI 

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Subject Adaptive EEG-based Visual Recognition



Pilhyeon Lee , Sunhee Hwang , Seogkyu Jeon , Hyeran Byun

* Accepted by ACPR 2021. Code is available at https://github.com/DeepBCI/Deep-BCI 

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Feature Stylization and Domain-aware Contrastive Learning for Domain Generalization



Seogkyu Jeon , Kibeom Hong , Pilhyeon Lee , Jewook Lee , Hyeran Byun

* Accepted to ACM MM 2021 (oral) 

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Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization



Pilhyeon Lee , Hyeran Byun

* Accepted by ICCV 2021 (Oral). Code is available at https://github.com/Pilhyeon 

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Continuous Face Aging Generative Adversarial Networks



Seogkyu Jeon , Pilhyeon Lee , Kibeom Hong , Hyeran Byun

* To appear at ICASSP 2021 

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Background Modeling via Uncertainty Estimation for Weakly-supervised Action Localization



Pilhyeon Lee , Jinglu Wang , Yan Lu , Hyeran Byun


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Background Suppression Network for Weakly-supervised Temporal Action Localization



Pilhyeon Lee , Youngjung Uh , Hyeran Byun

* Accepted by the 34th AAAI Conference on Artificial Intelligence (AAAI 2020) 

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