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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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Domain-Aware Universal Style Transfer



Kibeom Hong , Seogkyu Jeon , Huan Yang , Jianlong Fu , Hyeran Byun

* Accepted by ICCV 2021. Code is available at https://github.com/Kibeom-Hong/Domain-Aware-Style-Transfer 

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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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ArrowGAN : Learning to Generate Videos by Learning Arrow of Time



Kibeom Hong , Youngjung Uh , Hyeran Byun

* Neurocomputing 

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FairFaceGAN: Fairness-aware Facial Image-to-Image Translation



Sunhee Hwang , Sungho Park , Dohyung Kim , Mirae Do , Hyeran Byun

* The 31st British Machine Vision Conference (BMVC 2020) 

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