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Sanghyun Seo
Sanghyun Seo
Dongguk University
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Efficient weights quantization of convolutional neural networks using kernel density estimation based non-uniform quantizer
S Seo, J Kim
Applied Sciences 9 (12), 2559, 2019
412019
Improvement of network intrusion detection accuracy by using restricted Boltzmann machine
S Seo, S Park, J Kim
2016 8th International Conference on Computational Intelligence and ¡¦, 2016
412016
HMTL: Heterogeneous modality transfer learning for audio-visual sentiment analysis
S Seo, S Na, J Kim
IEEE Access 8, 140426-140437, 2020
242020
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SH Seo, JT Kim
Korea Multimedia Society 20 (3), 8-22, 2016
152016
Online eigenvector transformation reflecting concept drift for improving network intrusion detection
S Park, S Seo, C Jeong, J Kim
Expert Systems 37 (5), e12477, 2020
92020
Hybrid approach for efficient quantization of weights in convolutional neural networks
S Seo, J Kim
2018 IEEE International Conference on Big Data and Smart Computing (BigComp ¡¦, 2018
72018
Network intrusion detection using stacked denoising autoencoder
S Park, S Seo, J Kim
Advanced Science Letters 23 (10), 9907-9911, 2017
72017
Development of deep learning models for multi-class sentiment analysis
MA Syaekhoni, SH Seo, YS Kwon
Journal of Information Technology Services 16 (4), 149-160, 2017
72017
The weights initialization methodology of unsupervised neural networks to improve clustering stability
S Park, S Seo, C Jeong, J Kim
The Journal of Supercomputing 76 (8), 6421-6437, 2020
42020
Hierarchical semantic loss and confidence estimator for visual-semantic embedding-based zero-shot learning
S Seo, J Kim
Applied Sciences 9 (15), 3133, 2019
42019
ADSTREAM: anomaly detection in large-scale data streams using local outlier factor based on micro-cluster
S Seo, S Park, I Hwang, J Kim
Advanced Science Letters 23 (10), 10204-10209, 2017
32017
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Çѱ¹ IT ¼­ºñ½ºÇÐȸÁö 16 (4), 149-160, 2017
22017
Knowledge distillation based online learning methodology using unlabeled data stream
S Seo, S Park, C Jeong, J Kim
Proceedings of the 2018 International Conference on Machine Learning and ¡¦, 2018
12018
Meta learning for imbalanced big data analysis by using generative adversarial networks
S Seo, Y Jeon, J Kim
Proceedings of the 3rd International Conference on Big Data and Computing, 5-9, 2018
12018
Recent Language Models
S Seo
2019
Heterogeneous Data Integration using Confidence Estimation of Unseen Visual Data for Zero-shot Learning
S Seo, J Kim
Proceedings of the 2nd International Conference on Software Engineering and ¡¦, 2019
2019
Method for the Initial Value of Weights to Obtain Stable Results of Unsupervised Neural Network
S Park, S Seo, C Jeong, J Kim
Proceedings of The International Workshop on Future Technology, 55-57, 2019
2019
Image-Text Embedding with Hierarchical Knowledge for Cross-Modal Retrieval
S Seo, J Kim
Proceedings of the 2018 2nd International Conference on Computer Science and ¡¦, 2018
2018
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