A. Savchenko

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Evolving Multi-Agent Systems with Large Language Models: Surrogate Fitness Limitations and Empirical Insights2026
• Financial Transaction Retrieval and Contextual Evidence for Knowledge-Grounded Reasoning2026
• LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data2026
• MM-PSYCHE: Multimodal Multitask Psychological Characteristic Estimation Through Cross-Domain Semi-Supervised Learning2026
• HN-MVTS: HyperNetwork-based Multivariate Time Series Forecasting2025
• Classifying Emotions and Engagement in Online Learning Based on a Single Facial Expression Recognition Neural Network2022 · аннотациясвернуть

  In this article, behaviour of students in the e-learning environment is analyzed. The novel pipeline is proposed based on video facial processing. At first, face detection, tracking and clustering techniques are applied…

• Facial expression and attributes recognition based on multi-task learning of lightweight neural networks2021 · аннотациясвернуть

  In this paper, the multi-task learning of lightweight convolutional neural networks is studied for face identification and classification of facial attributes (age, gender, ethnicity) trained on cropped faces without…

• In Utero Gene Therapy Rescues Vision in a Murine Model of Congenital Blindness2004 · аннотациясвернуть

  The congenital retinal blindness known as Leber congenital amaurosis (LCA) can be caused by mutations in the RPE65 gene. RPE65 plays a critical role in the visual cycle that produces the photosensitive pigment…