Multi-label Class-imbalanced Action Recognition in Hockey Videos via 3D Convolutional Neural Networks. - Konstantin Sozykin; Adil Mehmood Khan; Stanislav I. Protasov; Rasheed Hussain (CoRR, 2017)

Multi-label Class-imbalanced Action Recognition in Hockey Videos via 3D Convolutional Neural Networks. - Konstantin Sozykin; Stanislav I. Protasov; Adil Khan 001; Rasheed Hussain; Jooyoung Lee (SNPD, 2018)

Using deep features for video scene detection and annotation. - Stanislav I. Protasov; Adil Mehmood Khan; Konstantin Sozykin; Muhammad Ahmad (Signal Image Video Process., 2018)

Model Predictive Path Integral Control for Car Driving with Autogenerated Cost map Based on Prior Map and Camera Image. - Alexander Buyval; Aidar Gabdullin; Konstantin Sozykin; Alexandr Klimchik (ITSC, 2019)

Stable Low-Rank Tensor Decomposition for Compression of Convolutional Neural Network. - Anh Huy Phan 001; Konstantin Sobolev; Konstantin Sozykin; Dmitry Ermilov; Julia Gusak; Petr Tichavský; Valeriy Glukhov; Ivan V. Oseledets; Andrzej Cichocki (ECCV (29), 2020)

Canonical Polyadic Tensor Decomposition With Low-Rank Factor Matrices. - Anh-Huy Phan 001; Petr Tichavský; Konstantin Sobolev; Konstantin Sozykin; Dmitry Ermilov; Andrzej Cichocki (ICASSP, 2021)

TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning. - Konstantin Sozykin; Andrei Chertkov; Roman Schutski; Anh-Huy Phan 001; Andrzej S. Cichocki; Ivan V. Oseledets (NeurIPS, 2022)

NNTile: a machine learning framework capable of training extremely large GPT language models on a single node. - Aleksandr Mikhalev; Aleksandr Katrutsa; Konstantin Sozykin; Ivan V. Oseledets (CoRR, 2025)

High-dimensional Optimization with Low Rank Tensor Sampling and Local Search. - Konstantin Sozykin; Andrei Chertkov; Anh Huy Phan 001; Ivan V. Oseledets; Gleb V. Ryzhakov (CoRR, 2025)