Research output per year
Research output per year
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Dive into the research topics where Junhee Seok is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Improving monte carlo dropout uncertainty estimation with stable output layers
Son, S. & Seok, J., 2026 Jan 14, In: Neurocomputing. 661, 131927.Research output: Contribution to journal › Article › peer-review
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Adversarial environment design for crowd navigation based on deep reinforcement learning
Kim, J., Hwang, H. S. & Seok, J., 2025 Nov 1, In: Engineering Applications of Artificial Intelligence. 159, 111621.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Deriving optimal atomic layer deposition process conditions using machine learning
Seo, J., Hwang, H. S., Park, S., Lee, S., Kim, D. S., Lim, S. T. & Seok, J., 2025 Sept, In: Journal of Industrial Information Integration. 47, 100879.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Generative Adversarial Soft Actor–Critic
Hwang, H. S., Kim, Y. & Seok, J., 2025, In: IEEE Transactions on Neural Networks and Learning Systems. 36, 7, p. 11917-11927 11 p.Research output: Contribution to journal › Article › peer-review
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A Multi-Stage Deep Learning Approach Incorporating Text-Image and Image-Image Comparisons for Cheapfake Detection
Seo, J., Hwang, H. S., Lee, J., Lee, M., Kim, W. & Seok, J., 2024 May 30, ICMR 2024-Proceedings of the 14th Annual ACM International Conference on Multimedia Retrieval. Association for Computing Machinery, Inc, p. 1312-1316 5 p. (ICMR 2024 - Proceedings of the 2024 International Conference on Multimedia Retrieval).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access3 Citations (Scopus)
Press/Media
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Studies from Korea University Yield New Data on Artificial Intelligence (Adversarial Environment Design for Crowd Navigation Based On Deep Reinforcement Learning)
25/11/4
1 item of Media coverage
Press/Media: Press / Media
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Korea University Reports Findings in Atomic Layer Deposition (Deriving Optimal Atomic Layer Deposition Process Conditions Using Machine Learning)
Seok, J., Kim, S. G. & Kim, S.
25/9/3
1 item of Media coverage
Press/Media: Press / Media
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Urinary sediment mRNA as a potent biomarker of IgA nephropathy
Moon, Y. J., Seok, J., Lee, H., Kim, W.-K. & Lee, H.
24/11/8
1 item of Media coverage
Press/Media: Press / Media
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Korea University Researcher Highlights Recent Research in Health and Medicine (Prioritizing Disease Diagnosis in Neonatal Cohorts through Multivariate Survival Analysis: A Nonparametric Bayesian Approach)
24/5/21
1 item of Media coverage
Press/Media: Press / Media
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Korea University Reports Findings in Science (Grid-wise simulation acceleration of the electromagnetic fields of 2D optical devices using super-resolution)
23/3/22
1 item of Media coverage
Press/Media: Press / Media