2 papers
cs.LG2025
Towards a Relationship-Aware Transformer for Tabular Data
Andrei V. Konstantinov, Valerii A. Zuev, Lev V. Utkin
Deep learning models for tabular data typically do not allow for imposing a graph of external dependencies between samples, which can be useful for accounting for relatedness in ta…
eess.IV2025
Automated Video-EEG Analysis in Epilepsy Studies: Advances and Challenges
Valerii A. Zuev, Elena G. Salmagambetova, Stepan N. Djakov +1
Epilepsy is typically diagnosed through electroencephalography (EEG) and long-term video-EEG (vEEG) monitoring. The manual analysis of vEEG recordings is time-consuming, necessitat…