3 papers
cs.LG2025
Agent-Based Modular Learning for Multimodal Emotion Recognition in Human-Agent Systems
Matvey Nepomnyaschiy, Oleg Pereziabov, Anvar Tliamov +2
Effective human-agent interaction (HAI) relies on accurate and adaptive perception of human emotional states. While multimodal deep learning models - leveraging facial expressions,…
cs.PL2025
Abstract String Domain Defined with Word Equations as a Reduced Product (Extended Version)
Antonina Nepeivoda, Ilya Afanasyev
We introduce a string-interval abstract domain, where string intervals are characterized by systems of word equations (encoding lower bounds on string values) and word disequalitie…
cs.CV2025
Efficient Document Image Dewarping via Hybrid Deep Learning and Cubic Polynomial Geometry Restoration
Valery Istomin, Oleg Pereziabov, Ilya Afanasyev
Camera-captured document images often suffer from geometric distortions caused by paper deformation, perspective distortion, and lens aberrations, significantly reducing OCR accura…