32 citations · 212 across the 25 of their papers we have counts for
4 papers · 1 filter
Systematic Analysis of Cluster Similarity Indices: How to Validate Validation Measures
Martijn Gösgens, Alexey Tikhonov, Liudmila Prokhorenkova
Many cluster similarity indices are used to evaluate clustering algorithms, and choosing the best one for a particular task remains an open problem. We demonstrate that this proble…
Decomposing Textual Information For Style Transfer
Ivan P. Yamshchikov, Viacheslav Shibaev, Aleksander Nagaev +2
This paper focuses on latent representations that could effectively decompose different aspects of textual information. Using a framework of style transfer for texts, we propose se…
Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites
Alexey Tikhonov, Viacheslav Shibaev, Aleksander Nagaev +2
This paper shows that standard assessment methodology for style transfer has several significant problems. First, the standard metrics for style accuracy and semantics preservation…
On Double-Sided QR-Codes
Alexey Tikhonov
Due to the widespread adoption of the smart mobile devices, QR codes have become one of the most-known types of 2D codes around the world. However, the data capacity properties of…