Search Results for author: Ivan V. Oseledets

Found 4 papers, 1 papers with code

TERM Model: Tensor Ring Mixture Model for Density Estimation

no code implementations13 Dec 2023 Ruituo Wu, Jiani Liu, Ce Zhu, Anh-Huy Phan, Ivan V. Oseledets, Yipeng Liu

However, a substantial number of potential tensor permutations can lead to a tensor network with the same structure but varying expressive capabilities.

Density Estimation Ensemble Learning

Tensor-Train Density Estimation

1 code implementation30 Jul 2021 Georgii S. Novikov, Maxim E. Panov, Ivan V. Oseledets

Estimation of probability density function from samples is one of the central problems in statistics and machine learning.

Density Estimation Riemannian optimization

A single image deep learning approach to restoration of corrupted remote sensing products

no code implementations8 Apr 2020 Anna Petrovskaia, Raghavendra B. Jana, Ivan V. Oseledets

Remote sensing images are used for a variety of analyses, from agricultural monitoring, to disaster relief, to resource planning, among others.

Recognition of Russian traffic signs in winter conditions. Solutions of the "Ice Vision" competition winners

no code implementations16 Sep 2019 Artem L. Pavlov, Azat Davletshin, Alexey Kharlamov, Maksim S. Koriukin, Artem Vasenin, Pavel Solovev, Pavel Ostyakov, Pavel A. Karpyshev, George V. Ovchinnikov, Ivan V. Oseledets, Dzmitry Tsetserukou

With the advancements of various autonomous car projects aiming to achieve SAE Level 5, real-time detection of traffic signs in real-life scenarios has become a highly relevant problem for the industry.

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