Search Results for author: Igor Samenko

Found 5 papers, 2 papers with code

RDRN: Recursively Defined Residual Network for Image Super-Resolution

no code implementations17 Nov 2022 Alexander Panaetov, Karim Elhadji Daou, Igor Samenko, Evgeny Tetin, Ilya Ivanov

To address this issue, we propose a general recursively defined residual block (RDRB) for better feature extraction and propagation through network layers.

Image Super-Resolution

Fine-Tuning Transformers: Vocabulary Transfer

1 code implementation29 Dec 2021 Vladislav Mosin, Igor Samenko, Alexey Tikhonov, Borislav Kozlovskii, Ivan P. Yamshchikov

Transformers are responsible for the vast majority of recent advances in natural language processing.

Transfer Learning

Intuitive Contrasting Map for Antonym Embeddings

1 code implementation27 Apr 2020 Igor Samenko, Alexey Tikhonov, Ivan P. Yamshchikov

This paper shows that, modern word embeddings contain information that distinguishes synonyms and antonyms despite small cosine similarities between corresponding vectors.

Word Embeddings

It Means More if It Sounds Good: Yet Another Hypothesis Concerning the Evolution of Polysemous Words

no code implementations12 Mar 2020 Ivan P. Yamshchikov, Cyrille Merleau Nono Saha, Igor Samenko, Jürgen Jost

This position paper looks into the formation of language and shows ties between structural properties of the words in the English language and their polysemy.

Position

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