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Yongdeok Kim
Yongdeok Kim
Principal Researcher, Samsung Advanced Institute of Technology
Adresse e-mail validée de samsung.com
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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
10332015
Nonnegative tucker decomposition
YD Kim, S Choi
2007 IEEE conference on computer vision and pattern recognition, 1-8, 2007
2892007
Non-negative matrix factorization with α-divergence
A Cichocki, H Lee, YD Kim, S Choi
Pattern Recognition Letters 29 (9), 1433-1440, 2008
1832008
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
1582015
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
1382007
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
752013
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
522018
Nonnegative Tucker decomposition with alpha-divergence
YD Kim, A Cichocki, S Choi
2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008
512008
Scalable Variational Bayesian Matrix Factorization with Side Information
YD Kim, S Choi
Proceedings of the Seventeenth International Conference on Artificial …, 2014
482014
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
212018
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
182016
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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