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Sung Whan Yoon
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TapNet: Neural Network Augmented with Task-Adaptive Projection for Few-Shot Learning
SW Yoon, J Seo, J Moon
International Conference on Machine Learning (ICML), 2019., 7115-7123, 2019
2882019
Capacity of clustered distributed storage
J Sohn, B Choi, SW Yoon, J Moon
IEEE Transactions on Information Theory 65 (1), 81-107, 2018
582018
XtarNet: Learning to Extract Task-Adaptive Representation for Incremental Few-Shot Learning
SW Yoon*, DY Kim*, J Seo, J Moon, (*means equal contribution)
International Conference on Machine Learning (ICML), PMLR 119, 2020., 10852 …, 2020
532020
On reusing pilots among interfering cells in massive MIMO
JY Sohn, SW Yoon, J Moon
IEEE Transactions on Wireless Communications 16 (12), 8092-8104, 2017
252017
Two-dimensional error-pattern-correcting codes
SW Yoon, J Moon
IEEE Transactions on Communications 63 (8), 2725-2740, 2015
13*2015
Task-adaptive feature transformer with semantic enrichment for few-shot segmentation
J Seo, YH Park, SW Yoon, J Moon
arXiv preprint arXiv:2202.06498, 2022
10*2022
When pilots should not be reused across interfering cells in massive MIMO
JY Sohn, SW Yoon, J Moon
2015 IEEE international conference on communication workshop (ICCW), 1257-1263, 2015
92015
Pilot reuse strategy maximizing the weighted-sum-rate in massive MIMO systems
J Sohn, SW Yoon, J Moon
IEEE Journal on Selected Areas in Communications 35 (8), 1728-1740, 2017
82017
Secure clustered distributed storage against eavesdropping
B Choi, JY Sohn, SW Yoon, J Moon
IEEE Transactions on Information Theory 65 (11), 7646-7668, 2019
6*2019
Low-complexity concatenated polar codes with excellent scaling behavior
SW Yoon, J Moon
2017 IEEE International Conference on Communications Workshops (ICC …, 2017
52017
Task-Adaptive Clustering for Semi-Supervised Few-Shot Classification
J Seo*, SW Yoon*, J Moon, (*means equal contribution)
arXiv preprint arXiv:2003.08221, 2020
22020
Meta-Learner with Linear Nulling
SW Yoon, J Seo, J Moon
NeurIPS 2018 Workshop on Meta-Learning, 2018
22018
POEM: Polarization of Embeddings for Domain-Invariant Representations
SY Jo, SW Yoon
AAAI Conference on Artificial Intelligence (AAAI), Washington D.C., US, 2023., 2023
12023
RiSi: Spectro-temporal RAN-agnostic Modulation Identification for OFDMA Signals
D Kurmantayev, D Kwun, H Kim, SW Yoon
arXiv preprint arXiv:2211.12287, 2022
12022
Controller and operating method thereof
J Moon, K Soon-Young, Y Sung-Whan
US Patent 10,528,496, 2020
12020
XB-MAML: Learning Expandable Basis Parameters for Effective Meta-Learning with Wide Task Coverage
JJ Lee, SW Yoon
Proceedings of the 27th International Conference on Artificial Intelligence …, 2024
2024
MICS: Midpoint Interpolation To Learn Compact and Separated Representations for Few-Shot Class-Incremental Learning
S Kim, Y Jeong, JS Park, SW Yoon
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
2024
MetaVers: Meta-Learned Versatile Representations for Personalized Federated Learning
JH Lim, SB Ha, SW Yoon
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
2024
Analysis and optimization for non-orthogonal pilot sequence sets in massive MIMO systems
HJ Lee, D Kwun, SW Yoon, JH Chung, SK Ahn
Physical Communication 60, 102169, 2023
2023
Data processing apparatus by learning of neural network, data processing method by learning of neural network, and recording medium recording the data processing method
J Moon, SW Yoon, J Seo
US Patent 11,741,356, 2023
2023
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Artikelen 1–20