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- 1.0542514 - ÚTIA 2022 RIV US eng C - Conference Paper (international conference)
Phan, A. H. - Tichavský, Petr - Sobolev, K. - Sozykin, K. - Ermilov, D. - Cichocki, A.
Canonical polyadic tensor decomposition with low-rank factor matrices.
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, 2021, s. 4690-4694. ISBN 978-1-7281-7605-5.
[IEEE International Conference on Acoustics, Speech, and Signal Processing 2021. Toronto (CA), 06.06.2021-11.06.2021]
Institutional support: RVO:67985556
Keywords : CANDECOMP * PARAFAC * rank minimization
OECD category: Electrical and electronic engineering
http://library.utia.cas.cz/separaty/2021/SI/tichavsky-0542514.pdf
Permanent Link: http://hdl.handle.net/11104/0320289 - 2.0534541 - ÚTIA 2021 RIV GB eng C - Conference Paper (international conference)
Phan, A. H. - Sobolev, K. - Sozykin, K. - Ermilov, D. - Gusak, J. - Tichavský, Petr - Glukhov, V. - Oseledets, I. - Cichocki, A.
Stable Low-Rank Tensor Decomposition for Compression of Convolutional Neural Network.
ECCV 2020. Cham: Springer Nature Switzerland AG 2020, 2020 - (Vedaldi, A.; Bischof, H.; Brox, T.; Frahm, J.), s. 522-539. Lecture Notes in Computer Science, LNCS, 12374. ISBN 978-3-030-58525-9. ISSN 0302-9743. E-ISSN 1611-3349.
[European Conference on Computer Vision 2020 /16./. Glasgow (GB), 23.08.2020-28.08.2020]
Institutional support: RVO:67985556
Keywords : Convolutional neural network acceleration * Low-rank tensor decomposition * Degeneracy correction
OECD category: Electrical and electronic engineering
http://library.utia.cas.cz/separaty/2020/SI/tichavsky-0534541.pdf
Permanent Link: http://hdl.handle.net/11104/0313191 - 3.0523836 - ÚTIA 2021 RIV US eng C - Conference Paper (international conference)
Tichavský, Petr - Phan, A. H. - Cichocki, A.
Weighted Krylov-Levenberg-Marquardt method for canonical polyadic tensor decomposition.
2020 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2020. Piscataway: IEEE, 2020, s. 3917-3921. ISBN 978-1-5090-6631-5.
[2020 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2020. Barcelona (ES), 04.05.2020-08.05.2020]
R&D Projects: GA ČR GA17-00902S
Institutional support: RVO:67985556
Keywords : Tensor decomposition * tensor completion * PARAFAC
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2020/SI/tichavsky-0523836.pdf
Permanent Link: http://hdl.handle.net/11104/0308330