Arun Muthukkumar (Preferred)
Arun Muthukkumar
Researcher, Illinois Math and Science Academy
- Joined March 2025
Names
Emails
****@imsa.edu (Confirmed)
, ****@gmail.com (Confirmed)
Personal Links
Career & Education History
Researcher
Illinois Math and Science Academy (imsa.edu)
2024 – 2027
Advisors, Relations & Conflicts
Expertise
Computational Neuroscience, Computer Vision, Human-Computer Interaction (HCI), Electrooculography (EOG), Motion Parallax, Vergence, Depth Perception and Processing
2025 – 2025
Computer Vision, Computer Graphics, Depth Estimation, Monocular Depth Estimation, Neural Radiance Fields (NeRFs)
2024 – 2025
Computer Vision, Computer Graphics, Image Reconstruction, Super-Resolution, Depth Estimation, Monocular Depth Estimation, Neural Radiance Fields (NeRFs), Neural Rendering, Computational Neuroscience, Visual Neuroscience
2024 – 2025
Neural Rendering, Neural Radiance Fields (NeRFs), Gaussian Splatting, 3D Gaussian Splatting (3DGS)
2024 – 2025
Computer Vision, Diffusion Models, Generative Priors, Image Generation, Image Editing, Generative Models
2024 – 2025
Probabilistic Deep Learning, Bayesian Deep Learning, Uncertainty Quantification (UQ), Post-hoc Uncertainty Estimation, Model Compression and Pruning, Efficient Deep Learning, Efficient Reasoning, 3D Computer Vision, Neural Rendering, Differentiable Rendering, Novel View Synthesis, Generative Models for 3D, Resource-Constrained Learning
2024 – 2025