Publications

Fair‑VPT: Fair Visual Prompt Tuning

Sungho Park, Hyeran Byun

CVPR 2024

Fair Contrastive Learning for Facial Attribute Classification

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

CVPR 2022

Mitigating Inter‑subject Brain Signal Variability for EEG‑based Driver Fatigue State Classification

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

ICASSP 2021

Learning Disentangled Representation for Fair Facial Attribute Classification via Fairness‑aware Information Alignment

Sungho Park, Sunhee Hwang, Dohyung Kim, Hyeran Byun

AAAI 2021

Learning Subject‑independent Representation for EEG‑based Drowsy Driving Detection

Sunhee Hwang, Pilhyeon Lee, Sungho Park, Hyeran Byun

BCI 2021

Exploiting Transferable Knowledge for Fairness‑aware Image Classification

Sunhee Hwang* , Sungho Park* , Pilhyeon Lee* , Seogkyu Jeon, Dohyung Kim, Hyeran Byun   (* Equal contributions)

ACCV 2020

FairFaceGAN: Fairness‑aware Facial Image‑to‑Image Translation, British Machine Vision Conference

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

BMVC 2020

Task‑Aware Network: Mitigation of Task‑Aware and Task‑Free Performance Gap in Online Continual Learning

Yongwon Hong , Sungho Park∗ , Hyeran Byun

Neurocomputing, 2023, Vol 552, pp.126527

Expert‑guided contrastive learning for video‑text retrieval

Jewook Lee, Pilhyeon Lee, Sungho Park, Hyeran Byun

Neurocomputing, 2023, Vol 536, pp.50-58

Fair Classification By Loss Balancing via Fairness‑aware Batch Sampling 

Dohyung Kim, Sungho Park, Sunhee Hwang, Hyeran Byun

Neurocomputing, 2023, Vol 518, pp.231-241

Return of the normal distribution: Flexible Deep Continual Learning with Variational Auto‑encoders 

Yongwon Hong, Martin Mundt , Sungho Park , Yungjung Uh , Hyeran Byun

Neural Network, 2022, Vol 154, pp.397-412

Fair‑VQA: Fairness‑aware Visual Question Answering through Sensitive Attribute Prediction 

Sungho Park, Sunhee Hwang, Jongkwang Hong, Hyeran Byun

IEEE Access, 2020, Vol 8. 215091-215099

Selective residual learning for Visual Question Answering

Jongkwang Hong, Sungho Park, Hyeran Byun

Neurocomputing, 2020, Vol 402, pp.336-274