Transferring Knowledge from 12-Lead to 1-Lead ECGs via Contrastive Learning. - Sergey Skorik; Aram Avetisyan; Ekaterina Diatlinko; Renata Mindiiarova; Yury Markin (COMPSAC, 2024)

Deep neural networks generalization and fine-tuning for 12-lead ECG classification. - Aram Avetisyan; Shahane Tigranyan; Ariana A. Asatryan; Olga Mashkova; Sergey Skorik; Vladislav Ananev; Yury Markin (Biomed. Signal Process. Control., 2024)

Local Methods with Adaptivity via Scaling. - Saveliy Chezhegov; Sergey Skorik; Nikolas Khachaturov; Danil Shalagin; Aram Avetisyan; Aleksandr Beznosikov; Martin Takác 001; Yaroslav Kholodov; Alexander V. Gasnikov (CoRR, 2024)

SSSD-ECG-nle: New Label Embeddings with Structured State-Space Models for ECG generation. - Sergey Skorik; Aram Avetisyan (CoRR, 2024)

Trained weights for ECG abnormality detection. - Aram Avetisyan; Shahane Tigranyan; Ariana A. Asatryan; Olga Mashkova; Sergey Skorik; Vladislav Ananev; Yury Markin (IEEE DataPort, 2024)

Trial and Trust: Addressing Byzantine Attacks with Comprehensive Defense Strategy. - Gleb Molodtsov; Daniil Medyakov; Sergey Skorik; Nikolas Khachaturov; Shahane Tigranyan; Vladimir Aletov; Aram Avetisyan; Martin Takác 001; Aleksandr Beznosikov (CoRR, 2025)