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Seunghyun Lee
Seunghyun Lee
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Title
Cited by
Cited by
Year
Improving vision transformers to learn small-size dataset from scratch
S Lee, S Lee, BC Song
IEEE Access 10, 123212-123224, 2022
185*2022
Self-supervised knowledge distillation using singular value decomposition
SH Lee, DH Kim, BC Song
Proceedings of the European conference on computer vision (ECCV), 335-350, 2018
1602018
Cfa: Coupled-hypersphere-based feature adaptation for target-oriented anomaly localization
S Lee, S Lee, BC Song
IEEE Access 10, 78446-78454, 2022
1122022
Graph-based knowledge distillation by multi-head attention network
S Lee, BC Song
arXiv preprint arXiv:1907.02226, 2019
952019
Facial landmark-based emotion recognition via directed graph neural network
QT Ngoc, S Lee, BC Song
Electronics 9 (5), 764, 2020
652020
Real-time purchase behavior recognition system based on deep learning-based object detection and tracking for an unmanned product cabinet
DH Kim, S Lee, J Jeon, BC Song
Expert Systems with Applications 143, 113063, 2020
292020
Infrared image super-resolution using auxiliary convolutional neural network and visible image under low-light conditions
TY Han, DH Kim, SH Lee, BC Song
Journal of Visual Communication and Image Representation 51, 191-200, 2018
252018
Object detection using improved bi-directional feature pyramid network
TN Quang, S Lee, BC Song
Electronics 10 (6), 746, 2021
162021
Channel pruning via gradient of mutual information for light-weight convolutional neural networks
MK Lee, S Lee, SH Lee, BC Song
2020 IEEE International Conference on Image Processing (ICIP), 1751-1755, 2020
142020
Filter pruning and re-initialization via latent space clustering
S Lee, B Heo, JW Ha, BC Song
IEEE Access 8, 189587-189597, 2020
112020
Contextual gradient scaling for few-shot learning
S Lee, S Lee, BC Song
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
102022
Ensemble knowledge guided sub-network search and fine-tuning for filter pruning
S Lee, BC Song
European Conference on Computer Vision, 569-585, 2022
72022
Fast filter pruning via coarse-to-fine neural architecture search and contrastive knowledge transfer
S Lee, BC Song
IEEE Transactions on Neural Networks and Learning Systems, 2023
52023
Balanced knowledge distillation for one-stage object detector
S Lee, S Lee, BC Song
Neurocomputing 500, 394-404, 2022
52022
Interpretable embedding procedure knowledge transfer via stacked principal component analysis and graph neural network
S Lee, BC Song
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 8297-8305, 2021
52021
Zero-shot knowledge distillation using label-free adversarial perturbation with taylor approximation
KI Lee, S Lee, BC Song
IEEE Access 9, 45454-45461, 2021
52021
Macro unit-based convolutional neural network for very light-weight deep learning
DH Kim, MK Lee, SH Lee, BC Song
Image and Vision Computing 87, 68-75, 2019
52019
Knowledge transfer via decomposing essential information in convolutional neural networks
S Lee, BC Song
IEEE Transactions on Neural Networks and Learning Systems 33 (1), 366-377, 2020
42020
MUNet: macro unit-based convolutional neural network for mobile devices
D Ha Kim, S Hyun Lee, B Cheol Song
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
42018
Eprod: Evolved probabilistic object detector with diverse samples
J Choi, S Lee, S Lee, BC Song
Computer Vision–ECCV 2020 Workshops: Glasgow, UK, August 23–28, 2020 …, 2020
22020
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