Konstantin Sobolev

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 9

Top Topics

Convolutional Neural Network

Genetic Algorithm

Tensor Decomposition

Top Venues

Math. Comput. Simul.

Publications

Ashish Jha, Dimitrii Ermilov, Konstantin Sobolev, Anh Huy Phan, Salman Ahmadi-Asl, Naveed Ahmed, Imran N. Junejo, Zaher Al Aghbari, Thar Baker, Ahmed Mohamed Khedr, Andrzej Cichocki
Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition. CoRR (2023)
Shini Girija, Thar Baker, Naveed Ahmed, Ahmed M. Khedr, Zaher Al Aghbari, Ashish Jha, Konstantin Sobolev, Salman Ahmadi-Asl, Anh Huy Phan
Attribute recognition for person re-identification using federated learning at all-in-edge. Internet Things 22 (2023)
Adil Amirjanov, Konstantin Sobolev
Modeling the dynamics of a changing range genetic algorithm in noisy environments. Math. Comput. Simul. 194 (2022)
Anh-Huy Phan, Konstantin Sobolev, Dmitry Ermilov, Igor Vorona, Nikolay Kozyrskiy, Petr Tichavský, Andrzej Cichocki
How to Train Unstable Looped Tensor Network. CoRR (2022)
Anh-Huy Phan, Petr Tichavský, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Andrzej Cichocki
Canonical Polyadic Tensor Decomposition With Low-Rank Factor Matrices. ICASSP (2021)
Anh Huy Phan, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Julia Gusak, Petr Tichavský, Valeriy Glukhov, Ivan V. Oseledets, Andrzej Cichocki
Stable Low-rank Tensor Decomposition for Compression of Convolutional Neural Network. CoRR (2020)
Anh Huy Phan, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Julia Gusak, Petr Tichavský, Valeriy Glukhov, Ivan V. Oseledets, Andrzej Cichocki
Stable Low-Rank Tensor Decomposition for Compression of Convolutional Neural Network. ECCV (29) (2020)
Adil Amirjanov, Konstantin Sobolev
Scheduling of directed acyclic graphs by a genetic algorithm with a repairing mechanism. Concurr. Comput. Pract. Exp. 29 (5) (2017)
Rahul Ramachandran, Marina Kozhukhova, Konstantin Sobolev, Michael Nosonovsky
Anti-Icing Superhydrophobic Surfaces: Controlling Entropic Molecular Interactions to Design Novel Icephobic Concrete. Entropy 18 (4) (2016)
Adil Amirjanov, Konstantin Sobolev
Changing range genetic algorithm for multimodal function optimisation. Int. J. Bio Inspired Comput. 7 (4) (2015)