Yong-Deok Kim
Yong-Deok Kim
Staff Researcher, AI&SW Research Center, Samsung Advanced Institute of Technology
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Year
Compression of deep convolutional neural networks for fast and low power mobile applications
YD Kim, E Park, S Yoo, T Choi, L Yang, D Shin
arXiv preprint arXiv:1511.06530, 2015
5162015
Nonnegative tucker decomposition
YD Kim, S Choi
2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2007
1692007
Non-negative matrix factorization with α-divergence
A Cichocki, H Lee, YD Kim, S Choi
Pattern Recognition Letters 29 (9), 1433-1440, 2008
1452008
Nonnegative tensor factorization for continuous EEG classification
H Lee, YD Kim, A Cichocki, S Choi
International journal of neural systems 17 (04), 305-317, 2007
1182007
Weighted nonnegative matrix factorization
YD Kim, S Choi
2009 IEEE International Conference on Acoustics, Speech and Signal …, 2009
772009
Hierarchical Bayesian matrix factorization with side information
S Park, YD Kim, S Choi
Twenty-Third International Joint Conference on Artificial Intelligence, 2013
582013
Big/little deep neural network for ultra low power inference
E Park, D Kim, S Kim, YD Kim, G Kim, S Yoon, S Yoo
2015 International Conference on Hardware/Software Codesign and System …, 2015
492015
Nonnegative Tucker decomposition with alpha-divergence
YD Kim, A Cichocki, S Choi
2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008
412008
Scalable Variational Bayesian Matrix Factorization with Side Information
YD Kim, S Choi
Proceedings of the Seventeenth International Conference on Artificial …, 2014
312014
A method of initialization for nonnegative matrix factorization
YD Kim, S Choi
2007 IEEE International Conference on Acoustics, Speech and Signal …, 2007
222007
Bayesian Binomial Mixture Model for Collaborative Prediction with Non-random Missing Data
YD Kim, S Choi
ACM Conference on Recommender Systems, 2014
192014
Learning to select pre-trained deep representations with bayesian evidence framework
YD Kim, T Jang, B Han, S Choi
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
162016
Color face tensor factorization and slicing for illumination-robust recognition
YD Kim, S Choi
International Conference on Biometrics, 19-28, 2007
152007
Variational Bayesian view of weighted trace norm regularization for matrix factorization
YD Kim, S Choi
IEEE Signal Processing Letters 20 (3), 261-264, 2013
142013
Deep learning based automatic defect classification in through-silicon via process: Fa: Factory automation
J Kim, S Kim, N Kwon, H Kang, Y Kim, C Lee
2018 29th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC …, 2018
62018
Open set recognition by regularising classifier with fake data generated by generative adversarial networks
I Jo, J Kim, H Kang, YD Kim, S Choi
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
52018
Scalable variational bayesian matrix factorization
YD Kim, S Choi
Proceedings of the First Workshop on Large-Scale Recommender Systems (LSRS), 2013
32013
Nonnegative Tensor Factorization for Continuous EEG Classification
HK Lee, YD Kim, A Cichocki, SJ Choi
Journal of KIISE: Computing Practices and Letters 14 (5), 497-501, 2008
2008
Tensor Decomposition
YD Kim
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