Junhyug Noh

According to our database, Junhyug Noh authored at least 29 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Explicit Time-Frequency Dynamics for Skeleton-Based Gait Recognition.

Seoyeon Ko, Yeojin Song, Egene Chung, Luca Quagliato, Taeyong Lee, Junhyug Noh

CoRR, April, 2026

Random Is Hard to Beat: Active Selection in online DPO with Modern LLMs.

Giyeong Oh, Junghyun Lee, Jaehyun Park, Youngjae Yu, Wonho Bae, Junhyug Noh

CoRR, April, 2026

SIREN: Spatially-Informed Reconstruction of Binaural Audio with Vision.

Mingyeong Song, Seoyeon Ko, Junhyug Noh

CoRR, March, 2026

What and when to look? Temporal span proposal network for video relation detection.

Sangmin Woo, Junhyug Noh, Kangil Kim

Expert Syst. Appl., 2026

Toward Robust Gait Identification: A Frequency Domain Approach in Varied Surveillance Environments.

Yeojin Song, Luca Quagliato, Sewon Jang, Egene Chung, Seoyeon Ko, Seoyeong Hwang, Junhyug Noh, Taeyong Lee

IEEE Access, 2026

Ordering Matters: Rank-Aware Selective Fusion for Blended Emotion Recognition.

Junghyun Lee, Hyunseo Kim, Hanna Jang, Junhyug Noh

Proceedings of the 20th IEEE International Conference on Automatic Face and Gesture Recognition, 2026

2025

Beyond Softmax: Dual-Branch Sigmoid Architecture for Accurate Class Activation Maps.

Yoojin Oh, Junhyug Noh

CoRR, November, 2025

Pinpointing Trigger Moment for Grounded Video QA: Enhancing Spatio-temporal Grounding in Multimodal Large Language Models.

Jinhwan Seo, Yoonki Cho, Junhyug Noh, Sung-Eui Yoon

CoRR, November, 2025

Diffusion-Driven Two-Stage Active Learning for Low-Budget Semantic Segmentation.

Jeongin Kim, Wonho Bae, YouLee Han, Giyeong Oh, Youngjae Yu, Danica J. Sutherland, Junhyug Noh

CoRR, October, 2025

SteeringTTA: Guiding Diffusion Trajectories for Robust Test-Time-Adaptation.

Jihyun Yu, Yoojin Oh, Wonho Bae, Mingyu Kim, Junhyug Noh

CoRR, October, 2025

Vicinity-Guided Discriminative Latent Diffusion for Privacy-Preserving Domain Adaptation.

Jing Wang, Wonho Bae, Jiahong Chen, Wenxu Wang, Junhyug Noh

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Scalp Diagnostic System with Label-Free Segmentation and Training-Free Image Translation.

Youngmin Kim, Saejin Kim, Hoyeon Moon, Youngjae Yu, Junhyug Noh

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Joint Object Detection and Sound Source Separation.

Sunyoo Kim, Yunjeong Choi, Doyeon Lee, Seoyoung Lee, Eunyi Lyou, Seungju Kim, Junhyug Noh, Joonseok Lee

Proceedings of the 26th International Society for Music Information Retrieval Conference, 2025

2024

Generalized Coverage for More Robust Low-Budget Active Learning.

Wonho Bae, Junhyug Noh, Danica J. Sutherland

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Tackling the Challenges in Scene Graph Generation With Local-to-Global Interactions.

Sangmin Woo, Junhyug Noh, Kangil Kim

IEEE Trans. Neural Networks Learn. Syst., December, 2023

Robust Detection for Autonomous Elevator Boarding Using a Mobile Manipulator.

Seungyoun Shin, Joonhyung Lee, Junhyug Noh, Sungjoon Choi

Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

Towards Explainable Computer Vision Methods via Uncertainty Activation Map.

Seungyoun Shin, Wonho Bae, Junhyug Noh, Sungjoon Choi

Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

2022

One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation Model.

Wonho Bae, Junhyug Noh, Milad Jalali Asadabadi, Danica J. Sutherland

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Object Discovery via Contrastive Learning for Weakly Supervised Object Detection.

Jinhwan Seo, Wonho Bae, Danica J. Sutherland, Junhyug Noh, Daijin Kim

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

What and When to Look?: Temporal Span Proposal Network for Video Visual Relation Detection.

Sangmin Woo, Junhyug Noh, Kangil Kim

CoRR, 2021

2020

LID 2020: The Learning from Imperfect Data Challenge Results.

Yunchao Wei, Shuai Zheng, Ming-Ming Cheng, Hang Zhao, Liwei Wang, Errui Ding, Yi Yang, Antonio Torralba, Ting Liu, Guolei Sun, Wenguan Wang, Luc Van Gool, Wonho Bae, Junhyug Noh, Jinhwan Seo, Gunhee Kim, Hao Zhao, Ming Lu, Anbang Yao, Yiwen Guo, Yurong Chen, Li Zhang, Chuangchuang Tan, Tao Ruan, Guanghua Gu, Shikui Wei, Yao Zhao, Mariia Dobko, Ostap Viniavskyi, Oles Dobosevych, Zhendong Wang, Zhenyuan Chen, Chen Gong, Huanqing Yan, Jun He

CoRR, 2020

Rethinking Class Activation Mapping for Weakly Supervised Object Localization.

Wonho Bae, Junhyug Noh, Gunhee Kim

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Better to Follow, Follow to Be Better: Towards Precise Supervision of Feature Super-Resolution for Small Object Detection.

Junhyug Noh, Wonho Bae, Wonhee Lee, Jinhwan Seo, Gunhee Kim

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Conflict Relaxation of Activation-Based Regularization for Neural Network.

Kangil Kim, Junhyug Noh, Dong-Kyun Kim, Minhyeok Kim

IEEE Access, 2018

Stable Forecasting of Environmental Time Series via Long Short Term Memory Recurrent Neural Network.

Kangil Kim, Dong-Kyun Kim, Junhyug Noh, Minhyeok Kim

IEEE Access, 2018

Improving Occlusion and Hard Negative Handling for Single-Stage Pedestrian Detectors.

Junhyug Noh, Soochan Lee, Beomsu Kim, Gunhee Kim

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2015

Machine Learning Models and Statistical Measures for Predicting the Progression of IgA Nephropathy.

Junhyug Noh, Dharani Punithan, Hajeong Lee, Jungpyo Lee, Yon Su Kim, Dongki Kim, Robert Ian (Bob) McKay

Int. J. Softw. Eng. Knowl. Eng., 2015

2014

Predicting the Progression of IgA Nephropathy using Machine Learning Methods.

Junhyug Noh, Dharani Punithan, Hajeong Lee, Jungpyo Lee, Yon Su Kim, Dongki Kim, Robert I. McKay

Proceedings of the 8th International Conference on Bio-inspired Information and Communications Technologies, 2014

2013

Estimating Multiple Evoked Emotions from Videos.

Wonhee Choe, Hyo-Sun Chun, Junhyug Noh, Seong-Deok Lee, Byoung-Tak Zhang

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013