Jamshid Ganiev
Integrated MS-PhD student @ Inha University.
About
I am currently pursuing an Integrated MS–PhD in Artificial Intelligence at the Department of Electrical and Computer Engineering, Inha University, advised by Prof. Seung-Hwan Bae in the Vision & Learning Lab. My research interests lie in computer vision and machine learning, with a recent focus on model compression, multimodal learning, and vision-language models (VLMs).
Before my graduate studies, I received my BS in Integrated Systems Engineering from Inha University.
Publications
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MVLM: Template-Free Tracking via Vision–Language Margin Confidence and Memory-Gated Tracking
Conference on Computer Vision and Pattern Recognition (CVPR), 2026 -

Neural-NGBoost: Natural gradient boosting with neural network base learners
Information and Communications Technology Express (ICT Express) Journal, 2025