1 code implementation • 16 Jun 2023 • Ashish Jha, Dimitrii Ermilov, Konstantin Sobolev, Anh Huy Phan, Salman Ahmadi-Asl, Naveed Ahmed, Imran Junejo, Zaher Al Aghbari, Thar Baker, Ahmed Mohamed Khedr, Andrzej Cichocki
Pedestrian Attribute Recognition (PAR) deals with the problem of identifying features in a pedestrian image.
no code implementations • 5 Mar 2022 • Anh-Huy Phan, Konstantin Sobolev, Dmitry Ermilov, Igor Vorona, Nikolay Kozyrskiy, Petr Tichavsky, Andrzej Cichocki
This motivates using a hybrid model of CPD and TKD, a decomposition with multiple Tucker models with small core tensor, known as block term decomposition (BTD).
no code implementations • 25 Feb 2021 • Brendan Burns Healy, Aparna Deshmukh, Elliott Fairchild, Caroline J. Merighi, Konstantin Sobolev
We examine a fundamental material property called Poisson's ratio, which establishes the relationship for the relative deformation of a physical system in orthogonal directions.
Metric Geometry Mathematical Physics Mathematical Physics 00A06, 57Z20, 00A69
no code implementations • ECCV 2020 • Anh-Huy Phan, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Julia Gusak, Petr Tichavsky, Valeriy Glukhov, Ivan Oseledets, Andrzej Cichocki
Most state of the art deep neural networks are overparameterized and exhibit a high computational cost.