Konstantin Sozykin

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 9

Top Topics

Convolutional Neural Network

Action Recognition

Tensor Decomposition

Top Venues

Publications

Konstantin Sozykin, Andrei Chertkov, Roman Schutski, Anh Huy Phan, Andrzej Cichocki, Ivan V. Oseledets
TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning. CoRR (2022)
Konstantin Sozykin, Andrei Chertkov, Roman Schutski, Anh-Huy Phan, Andrzej S. Cichocki, Ivan V. Oseledets
TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning. NeurIPS (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)
Alexander Buyval, Aidar Gabdullin, Konstantin Sozykin, Alexandr Klimchik
Model Predictive Path Integral Control for Car Driving with Autogenerated Cost map Based on Prior Map and Camera Image. ITSC (2019)
Stanislav Protasov, Adil Mehmood Khan, Konstantin Sozykin, Muhammad Ahmad
Using deep features for video scene detection and annotation. Signal Image Video Process. 12 (5) (2018)
Konstantin Sozykin, Stanislav Protasov, Adil Khan, Rasheed Hussain, JooYoung Lee
Multi-label Class-imbalanced Action Recognition in Hockey Videos via 3D Convolutional Neural Networks. SNPD (2018)
Konstantin Sozykin, Adil Mehmood Khan, Stanislav Protasov, Rasheed Hussain
Multi-label Class-imbalanced Action Recognition in Hockey Videos via 3D Convolutional Neural Networks. CoRR (2017)