Konstantin Sobolev
Konstantin Sobolev
Samsung Research
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Stable Low-Rank Tensor Decomposition for Compression of Convolutional Neural Network
AH Phan, K Sobolev, K Sozykin, D Ermilov, J Gusak, P Tichavský, ...
ECCV 2020, pp 522-539, 2020
Canonical polyadic tensor decomposition with low-rank factor matrices
AH Phan, P Tichavský, K Sobolev, K Sozykin, D Ermilov, A Cichocki
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
Pars: Proxy-based automatic rank selection for neural network compression via low-rank weight approximation
K Sobolev, D Ermilov, AH Phan, A Cichocki
Mathematics 10 (20), 3801, 2022
How to train unstable looped tensor network
AH Phan, K Sobolev, D Ermilov, I Vorona, N Kozyrskiy, P Tichavsky, ...
arXiv preprint arXiv:2203.02617, 2022
Attribute recognition for person re-identification using federated learning at all-in-edge
S Girija, T Baker, N Ahmed, AM Khedr, Z Al Aghbari, A Jha, K Sobolev, ...
Internet of Things 22, 100793, 2023
Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition
A Jha, D Ermilov, K Sobolev, AH Phan, S Ahmadi-Asl, N Ahmed, I Junejo, ...
arXiv preprint arXiv:2306.09822, 2023
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