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Works (15)

NeRF-DA: Neural Radiance Fields Deblurring With Active Learning

IEEE Signal Processing Letters
2025 | Journal article
DOI: 10.1109/LSP.2024.3511350
Contributors: Sejun Hong; Eunwoo Kim
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Dataset condensation with coarse-to-fine regularization

Pattern Recognition Letters
2025-02 | Journal article
DOI: 10.1016/j.patrec.2024.12.018
Contributors: Hyundong Jin; Eunwoo Kim
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Active Learning With Long-Range Observation

IEEE Signal Processing Letters
2024 | Journal article
DOI: 10.1109/LSP.2024.3435417
Contributors: Jiho Lee; Eunwoo Kim
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Mitigating Search Interference With Task-Aware Nested Search

IEEE Transactions on Image Processing
2024 | Journal article
DOI: 10.1109/TIP.2024.3390996
Contributors: Jiho Lee; Eunwoo Kim
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See-Then-Grasp: Object Full 3D Reconstruction via Two-Stage Active Robotic Reconstruction Using Single Manipulator

Applied Sciences
2024-12-30 | Journal article
DOI: 10.3390/app15010272
Contributors: Youngtaek Hong; Jonghyeon Kim; Geonho Cha; Eunwoo Kim; Kyungjae Lee
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Time-Varying Preference Bandits for Robot Behavior Personalization

Applied Sciences
2024-11-26 | Journal article
DOI: 10.3390/app142311002
Contributors: Chanwoo Kim; Joonhyeok Lee; Eunwoo Kim; Kyungjae Lee
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Self-supervised learning with automatic data augmentation for enhancing representation

Pattern Recognition Letters
2024-08 | Journal article
DOI: 10.1016/j.patrec.2024.06.012
Contributors: Chanjong Park; Eunwoo Kim
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Task-Aware Dynamic Model Optimization for Multi-Task Learning

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3339793
Contributors: Sujin Choi; Hyundong Jin; Eunwoo Kim
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GhostNeXt: Rethinking Module Configurations for Efficient Model Design

Applied Sciences
2023-03-04 | Journal article
DOI: 10.3390/app13053301
Contributors: Kiseong Hong; Gyeong-hyeon Kim; Eunwoo Kim
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Gating Mechanism in Deep Neural Networks for Resource-Efficient Continual Learning

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3147237
Contributors: Hyundong Jin; Kimin Yun; Eunwoo Kim
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Improving Augmentation Efficiency for Few-Shot Learning

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3151057
Contributors: Wonhee Cho; Eunwoo Kim
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Resource-Efficient Multi-Task Deep Learning Using a Multi-Path Network

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3161622
Contributors: Soyeon Park; Jiho Lee; Eunwoo Kim
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Stacked encoder–decoder transformer with boundary smoothing for action segmentation

Electronics Letters
2022-12 | Journal article
DOI: 10.1049/ell2.12678
Contributors: Gyeong‐hyeon Kim; Eunwoo Kim
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Adaptive Dynamic Search for Multi-Task Learning

Applied Sciences
2022-11-21 | Journal article
DOI: 10.3390/app122211836
Contributors: Eunwoo Kim
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Nonconvex Sparse Representation With Slowly Vanishing Gradient Regularizers

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.3009971
Contributors: Eunwoo Kim; Minsik Lee; Songhwai Oh
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