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 | 41 | 2019 |
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 | 41 | 2016 |
HMTL: Heterogeneous modality transfer learning for audio-visual sentiment analysis S Seo, S Na, J Kim IEEE Access 8, 140426-140437, 2020 | 24 | 2020 |
µö·¯´× ±â¹Ý °¨¼ººÐ¼® ¿¬±¸µ¿Çâ SH Seo, JT Kim Korea Multimedia Society 20 (3), 8-22, 2016 | 15 | 2016 |
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 | 9 | 2020 |
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 | 7 | 2018 |
Network intrusion detection using stacked denoising autoencoder S Park, S Seo, J Kim Advanced Science Letters 23 (10), 9907-9911, 2017 | 7 | 2017 |
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 | 7 | 2017 |
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 | 4 | 2020 |
Hierarchical semantic loss and confidence estimator for visual-semantic embedding-based zero-shot learning S Seo, J Kim Applied Sciences 9 (15), 3133, 2019 | 4 | 2019 |
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 | 3 | 2017 |
µö·¯´× ±â¹ÝÀÇ ´Ù¹üÁÖ °¨¼ººÐ¼® ¸ðµ¨ °³¹ß ¾Ë·º½º£¬ ¼»óÇö£¬ ±Ç¿µ½Ä Çѱ¹ IT ¼ºñ½ºÇÐȸÁö 16 (4), 149-160, 2017 | 2 | 2017 |
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 | 1 | 2018 |
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 | 1 | 2018 |
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 |