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Yongdeok Kim
Yongdeok Kim
Principal Researcher, Samsung Advanced Institute of Technology
Verified email at samsung.com
Title
Cited by
Cited by
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
th International Conference on Learning Representations, ICLR 2016, San Juan …, 2015
10602015
Nonnegative tucker decomposition
YD Kim, S Choi
2007 IEEE conference on computer vision and pattern recognition, 1-8, 2007
2982007
Non-negative matrix factorization with α-divergence
A Cichocki, H Lee, YD Kim, S Choi
Pattern Recognition Letters 29 (9), 1433-1440, 2008
1852008
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
1682015
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
1442007
Weighted nonnegative matrix factorization
YD Kim, S Choi
2009 IEEE international conference on acoustics, speech and signal …, 2009
1222009
Hierarchical Bayesian matrix factorization with side information
S Park, YD Kim, S Choi
Twenty-Third International Joint Conference on Artificial Intelligence, 2013
772013
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
602018
Nonnegative Tucker decomposition with alpha-divergence
YD Kim, A Cichocki, S Choi
2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008
522008
Scalable Variational Bayesian Matrix Factorization with Side Information
YD Kim, S Choi
Proceedings of the Seventeenth International Conference on Artificial …, 2014
492014
Bayesian Binomial Mixture Model for Collaborative Prediction with Non-random Missing Data
YD Kim, S Choi
ACM Conference on Recommender Systems, 2014
302014
A method of initialization for nonnegative matrix factorization
YD Kim, S Choi
2007 IEEE International Conference on Acoustics, Speech and Signal …, 2007
302007
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
242018
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
192016
Variational Bayesian view of weighted trace norm regularization for matrix factorization
YD Kim, S Choi
IEEE Signal Processing Letters 20 (3), 261-264, 2013
162013
Color face tensor factorization and slicing for illumination-robust recognition
YD Kim, S Choi
Advances in Biometrics: International Conference, ICB 2007, Seoul, Korea …, 2007
152007
Scalable variational bayesian matrix factorization
YD Kim, S Choi
Proceedings of the First Workshop on Large-Scale Recommender Systems (LSRS), 2013
32013
Benchmark of machine learning force fields for semiconductor simulations: datasets, metrics, and comparative analysis
G Kim, B Na, G Kim, H Cho, S Kang, HS Lee, S Choi, H Kim, S Lee, Y Kim
Advances in Neural Information Processing Systems 36, 2024
2024
Breaking MLPerf Training: A Case Study on Optimizing BERT
SY Yongdeok Kim, Jaehyung Ahn, Myeongwoo Kim, Changin Choi, Heejae Kim ...
https://arxiv.org/abs/2402.02447, 2024
2024
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
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