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Գիտական հետաքրքրություններ

• Machine Learning
• Stochastic Systems
• Computer Vision
• Reinforcement Learning
• Control Theory and State Estimation
• Graph Theory
• Robotics

Հրապարակումների ցուցակ

• Programming and Computer Software, 2023, 49, 192–197, V. R. Sahakyan, V. G. Melkonyan, G. A. Gharagyozyan, A. S. Avetisyan - Enhancing Image Recognition with Pre-Defined Convolutional Layers Based on PDEs
• Vestnik of RAU, 2022, 2, 67-75, V. Melkonyan, V. Sahakyan, L. Kirakosyan, O. Hovhannisyan - Comparison of single object tracking algorithms on video sequences captured from UAV
• Vestnik of RAU, 2024, 1, 37-43, A. Fahradyan, T. Baghdasaryan, V. Melkonyan, V. Sahakyan, L. Kirakosyan, O. Hovhannisyan, S. Sargsyan, A. Darbinyan - Comparing and impoving change detection methods
• Proceedings of the Institute for System Programming of the RAS, 2024, 36 (3), 283-294, Armen Sardaryan, Vardan Sahakyan, Vahagn Melkonyan, Sevak Sargsyan - An Accurate Real-Time Object Tracking Method for Resource Constrained Devices

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