Seungjin Choi

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Andrzej CichockiSystems Research Institute, Nicolaus Copernicus University, RIKEN (AIP)Verified email at riken.jp
Jungtaek KimUniversity of PittsburghVerified email at pitt.edu
Jiho YooStandigm, Inc.Verified email at standigm.com
Yongdeok KimPrincipal Researcher, Samsung Advanced Institute of TechnologyVerified email at samsung.com
Amari S*Verified email at brain.riken.jp
Yunjun NamRIKENVerified email at postech.ac.kr
Saehoon KimAI Researcher, Kakao BrainVerified email at kakaobrain.com
Hyekyoung LeeSeoul National University HospitalVerified email at postech.ac.kr
Yoonho LeePhD Student, Stanford UniversityVerified email at stanford.edu
Juho LeeAssociate professor, KAISTVerified email at kaist.ac.kr
heeyoul choiHandong Global UniversityVerified email at handong.edu
강효형 (Hyohyeong Kang)삼성전자 반도체연구소 S/W센터Verified email at samsung.com
Bonkon KooPOSTECHVerified email at postech.ac.kr
Sunho ParkCleveland clinicVerified email at ccf.org
Jong Kyoung KimAssociate Professor, Department of Life Sciences, POSTECHVerified email at postech.ac.kr
Adam R. KosiorekResearch Scientist, DeepMindVerified email at google.com
Yee Whye TehProfessor of Statistical Machine Learning, Oxford, Research Scientist, DeepMindVerified email at stats.ox.ac.uk
Minje KimAssociate Professor at University of Illinois at Urbana-ChampaignVerified email at illinois.edu
Dong Soo LeeProfessor of Nuclear Medicine, Seoul National UniversityVerified email at snu.ac.kr
Jae Sung LeeProfessor, Seoul National University College of MedicineVerified email at snu.ac.kr

Seungjin Choi

Director of Machine Learning Lab, Intellicode

Verified email at postech.ac.kr - Homepage

machine learning


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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	1292	2019
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	646	2005
Gradient-based meta-learning with learned layerwise metric and subspace Y Lee, S Choi International Conference on Machine Learning, 2927-2936, 2018	420	2018
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	352	2016
Flexible independent component analysis S Choi, A Cichocki, SI Amari Journal of VLSI signal processing systems for signal, image and video …, 2000	309	2000
Nonnegative tucker decomposition YD Kim, S Choi 2007 IEEE conference on computer vision and pattern recognition, 1-8, 2007	305	2007
Composite common spatial pattern for subject-to-subject transfer H Kang, Y Nam, S Choi IEEE Signal Processing Letters 16 (8), 683-686, 2009	280	2009
Algorithms for orthogonal nonnegative matrix factorization S Choi International Joint Conference on Neural Networks, 2008	271	2008
Semi-supervised nonnegative matrix factorization H Lee, J Yoo, S Choi IEEE Signal Processing Letters 17 (1), 4-7, 2009	258	2009
Robust kernel isomap H Choi, S Choi Pattern recognition 40 (3), 853-862, 2007	230	2007
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	209	2015
Non-negative matrix factorization with α-divergence A Cichocki, H Lee, YD Kim, S Choi Pattern Recognition Letters 29 (9), 1433-1440, 2008	189	2008
Pca+ hmm+ svm for eeg pattern classification H Lee, S Choi Seventh International Symposium on Signal Processing and Its Applications …, 2003	184	2003
Blind separation of nonstationary sources in noisy mixtures S Choi, A Cichocki Electronics Letters 36 (9), 848-849, 2000	184	2000
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	165	2008
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	161	2008
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	157	2015
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	150	2010
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	146	2007
Second order nonstationary source separation S Choi, A Cichocki, A Beloucharni Journal of VLSI signal processing systems for signal, image and video …, 2002	142	2002

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