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Hanyang University: Seoul, KR

2022-03-01 to present | Assistant Professor (Data Science)
Employment
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Sungyong Baik

Works (7)

CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental Learning

2025 | Book chapter
DOI: 10.1007/978-3-031-72967-6_2
Contributors: Junghun Oh; Sungyong Baik; Kyoung Mu Lee
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CoLaNet: Adaptive Context and Latent Information Blending for Face Image Inpainting

IEEE Signal Processing Letters
2024 | Journal article
DOI: 10.1109/LSP.2023.3340998
Contributors: Joonkyu Park; Cheeun Hong; Sungyong Baik; Kyoung Mu Lee
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Learning to Learn Task-Adaptive Hyperparameters for Few-Shot Learning

IEEE Transactions on Pattern Analysis and Machine Intelligence
2024-03 | Journal article
DOI: 10.1109/TPAMI.2023.3261387
Contributors: Sungyong Baik; Myungsub Choi; Janghoon Choi; Heewon Kim; Kyoung Mu Lee
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Deep Variational Bayesian Modeling of Haze Degradation Process

2023-10-21 | Conference paper
DOI: 10.1145/3583780.3614838
Contributors: Eun Woo Im; Junsung Shin; Sungyong Baik; Tae Hyun Kim
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Visual Tracking by Adaptive Continual Meta-Learning

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3143809
Contributors: Janghoon Choi; Sungyong Baik; Myungsub Choi; Junseok Kwon; Kyoung Mu Lee
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Test-Time Adaptation for Video Frame Interpolation via Meta-Learning

IEEE Transactions on Pattern Analysis and Machine Intelligence
2022-12-01 | Journal article
DOI: 10.1109/TPAMI.2021.3129819
Contributors: Myungsub Choi; Janghoon Choi; Sungyong Baik; Tae Hyun Kim; Kyoung Mu Lee
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Learning to Forget for Meta-Learning via Task-and-Layer-Wise Attenuation

IEEE Transactions on Pattern Analysis and Machine Intelligence
2022-11-01 | Journal article
DOI: 10.1109/TPAMI.2021.3102098
Contributors: Sungyong Baik; Junghoon Oh; Seokil Hong; Kyoung Mu Lee
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Peer review (4 reviews for 1 publication/grant)

Review activity for International journal of computer vision. (4)
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