Robust Crowd Counting via Image Enhancement and Dynamic Feature Selection. - Nayeong Kim; Suha Kwak (BMVC, 2021)

Learning Debiased Classifier with Biased Committee. - Nayeong Kim; Sehyun Hwang; Sungsoo Ahn; Jaesik Park; Suha Kwak (NeurIPS, 2022)

Leveraging Proxy of Training Data for Test-Time Adaptation. - Juwon Kang; Nayeong Kim; Donghyeon Kwon; Jungseul Ok; Suha Kwak (ICML, 2023)

Exploiting Synthetic Data for Data Imbalance Problems: Baselines from a Data Perspective. - Moon Ye-Bin; Nam Hyeon-Woo; Wonseok Choi 001; Nayeong Kim; Suha Kwak; Tae-Hyun Oh (CoRR, 2023)

VOICON: Geometric Motion-Based Visual Feedback in Voice User Interface. - Jeesun Oh; Nayeong Kim; Yuchun Yan; Sangsu Lee (Conference on Designing Interactive Systems, 2024)

MemBN: Robust Test-Time Adaptation via Batch Norm with Statistics Memory. - Juwon Kang; Nayeong Kim; Jungseul Ok; Suha Kwak (ECCV (28), 2024)

Model predictive collision avoidance and in-flight trajectory optimization considering UAM operation corridor. - Nayeong Kim; Inrae Kim; Jinyoung Suk; Seungkeun Kim (ICCAD, 2024)

Improving Robustness to Multiple Spurious Correlations by Multi-Objective Optimization. - Nayeong Kim; Juwon Kang; Sungsoo Ahn; Jungseul Ok; Suha Kwak (ICML, 2024)

Bridging Bond Beyond Life: Designing VR Memorial Space with Stakeholder Collaboration via Research through Design. - Heejae Bae; Nayeong Kim; Sehee Lee; Tak Yeon Lee (CHI Extended Abstracts, 2025)

SYNAuG: Exploiting synthetic data for data imbalance problems. - Moon Ye-Bin; Nam Hyeon-Woo; Won-Seok Choi 001; Nayeong Kim; Suha Kwak; Tae-Hyun Oh (Pattern Recognit. Lett., 2025)

DiCoTTA: Domain-invariant Learning for Continual Test-time Adaptation. - Sohyun Lee; Nayeong Kim; Juwon Kang; Seong Joon Oh; Suha Kwak (CoRR, 2025)