Scholar
Arunkumar Kannan
Google Scholar ID: -oOQ44AAAAAJ
Department of Electrical and Computer Engineering, Johns Hopkins University
Citations & Impact
Citations
45
H-index
4
i10-index
2
Publications
11
Co-authors
11
list available
Publications
Resume (English only)
Background
- Fourth-year PhD student in the Department of Electrical and Computer Engineering at Johns Hopkins University
- Research interests include Generative AI, Multi-modal Foundation Models (FM), and State-Space Models (e.g., Mamba)
- Doctoral work lies at the intersection of (3D/4D) functional imaging, deep learning, computer vision, image processing, and analysis
- Enthusiastic about leveraging structured state-space sequence models (e.g., Mamba) to learn long-context spatio-temporal representations in medical imaging video sequences, incorporating domain knowledge via FMs like BioMedCLIP
- Interested in generative models for medical imaging, ML explainability, and high-dimensional representation learning for structural and functional brain connectomics
