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Seungjin Choi
Seungjin Choi
Director of Machine Learning Lab, Intellicode
Adresse e-mail validée de postech.ac.kr - Page d'accueil
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Set transformer: A framework for attention-based permutation-invariant neural networks
J Lee, Y Lee, J Kim, A Kosiorek, S Choi, YW Teh
International conference on machine learning, 3744-3753, 2019
7542019
Blind source separation and independent component analysis: A review
S Choi, A Cichocki, HM Park, SY Lee
Neural Information Processing-Letters and Reviews 6 (1), 1-57, 2005
6002005
Gradient-based meta-learning with learned layerwise metric and subspace
Y Lee, S Choi
International Conference on Machine Learning, 2927-2936, 2018
3272018
Flexible independent component analysis
S Choi, A Cichocki, SI Amari
Journal of VLSI signal processing systems for signal, image and video …, 2000
3042000
Convolutional neural networks for human activity recognition using multiple accelerometer and gyroscope sensors
S Ha, S Choi
2016 international joint conference on neural networks (IJCNN), 381-388, 2016
2802016
Nonnegative tucker decomposition
YD Kim, S Choi
2007 IEEE conference on computer vision and pattern recognition, 1-8, 2007
2662007
Semi-supervised nonnegative matrix factorization
H Lee, J Yoo, S Choi
IEEE Signal Processing Letters 17 (1), 4-7, 2009
2472009
Algorithms for orthogonal nonnegative matrix factorization
S Choi
International Joint Conference on Neural Networks, 2008
2442008
Composite common spatial pattern for subject-to-subject transfer
H Kang, Y Nam, S Choi
IEEE Signal Processing Letters 16 (8), 683-686, 2009
2242009
Robust kernel isomap
H Choi, S Choi
Pattern recognition 40 (3), 853-862, 2007
2092007
Blind separation of nonstationary sources in noisy mixtures
S Choi, A Cichocki
Electronics Letters 36 (9), 848-849, 2000
1832000
Multi-modal convolutional neural networks for activity recognition
S Ha, JM Yun, S Choi
2015 IEEE International conference on systems, man, and cybernetics, 3017-3022, 2015
1762015
Non-negative matrix factorization with α-divergence
A Cichocki, H Lee, YD Kim, S Choi
Pattern Recognition Letters 29 (9), 1433-1440, 2008
1752008
Pca+ hmm+ svm for eeg pattern classification
H Lee, S Choi
Seventh International Symposium on Signal Processing and Its Applications …, 2003
1732003
Noninvasive BCIs: Multiway signal-processing array decompositions
A Cichocki, Y Washizawa, T Rutkowski, H Bakardjian, AH Phan, S Choi, ...
Computer 41 (10), 34-42, 2008
1582008
Arabidopsis Nuclear-Encoded Plastid Transit Peptides Contain Multiple Sequence Subgroups with Distinctive Chloroplast-Targeting Sequence Motifs
DW Lee, JK Kim, S Lee, S Choi, S Kim, I Hwang
The Plant Cell 20 (6), 1603-1622, 2008
1492008
Orthogonal nonnegative matrix tri-factorization for co-clustering: Multiplicative updates on stiefel manifolds
J Yoo, S Choi
Information processing & management 46 (5), 559-570, 2010
1442010
A hybrid NIRS-EEG system for self-paced brain computer interface with online motor imagery
B Koo, HG Lee, Y Nam, H Kang, CS Koh, HC Shin, S Choi
Journal of neuroscience methods 244, 26-32, 2015
1432015
Second order nonstationary source separation
S Choi, A Cichocki, A Beloucharni
Journal of VLSI signal processing systems for signal, image and video …, 2002
1382002
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
1362007
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