Improvement of Character Segmentation Using Recurrent Neural Networks and Dynamic Programming. - Valentyna Volkova; Ivan Deriuga; Vadym Osadchyi; Olga Radyvonenko (DSMP, 2018)

Space Balancing in Online Handwriting Recognition Postprocessing using Deep Bidirectional LSTM. - Olha Zubarieva; Ivan Deriuga; Vadym Holosko; Tetiana Ignatova (ICFHR, 2018)

Improving Online Handwriting Text/Non-text Classification Accuracy Under Condition of Stroke Context Absence. - Serhii Polotskyi; Ivan Deriuga; Tetiana Ignatova; Volodymyr Melnyk; Hennadii Azarov (IWANN (1), 2019)

Spatio-temporal Clustering for Grouping in Online Handwriting Document Layout Analysis with GRU-RNN. - Serhii Polotskyi; Olga Radyvonenko; Illya Degtyarenko; Ivan Deriuga (ICFHR, 2020)

Hierarchical Recurrent Neural Network for Handwritten Strokes Classification. - Illya Degtyarenko; Ivan Deriuga; Andrii Grygoriev; Serhii Polotskyi; Volodymyr Melnyk; Dmytro Zakharchuk; Olga Radyvonenko (ICASSP, 2021)

HCRNN: A Novel Architecture for Fast Online Handwritten Stroke Classification. - Andrii Grygoriev; Illya Degtyarenko; Ivan Deriuga; Serhii Polotskyi; Volodymyr Melnyk; Dmytro Zakharchuk; Olga Radyvonenko (ICDAR (2), 2021)

SDRV: Real-Time On-Device Subtitles Detection, Recognition and Voicing. - Illya Degtyarenko; N. Tkach; Olga Radyvonenko; Ivan Deriuga; K. Seliuk; O. Ivanov; V. Sielikhov; Sang Young Lee; Youn-Ho Choi; Cheul-Hee Hahm (ICASSP Workshops, 2023)

Recognition-Independent Handwritten Text Alignment Using Lightweight Recurrent Neural Network. - Karina Korovai; Dmytro Zhelezniakov; Olga Radyvonenko; Oleg Yakovchuk; Ivan Deriuga; Nataliya Sakhnenko (SIGGRAPH ASIA Posters, 2023)

Handwriting Enhancement: Recognition-Based and Recognition-Independent Approaches for On-Device Online Handwritten Text Alignment. - Karina Korovai; Dmytro Zhelezniakov; Oleg Yakovchuk; Olga Radyvonenko; Nataliya Sakhnenko; Ivan Deriuga (IEEE Access, 2024)