Search Results for author: Rasul Karimov

Found 2 papers, 1 papers with code

CNN with large memory layers

no code implementations27 Jan 2021 Rasul Karimov, Yury Malkov, Karim Iskakov, Victor Lempitsky

We have tested the memory layer on the classification, image reconstruction and relocalization problems and found that for some of those, the memory layers can provide significant speed/accuracy improvement with the high utilization of the key-value elements, while others require more careful fine-tuning and suffer from dying keys.

General Classification Image Classification +1

Geoopt: Riemannian Optimization in PyTorch

2 code implementations6 May 2020 Max Kochurov, Rasul Karimov, Serge Kozlukov

Geoopt is a research-oriented modular open-source package for Riemannian Optimization in PyTorch.

Riemannian optimization

Cannot find the paper you are looking for? You can Submit a new open access paper.