Arun Muthukkumar

Researcher, Illinois Math and Science Academy
Joined
March 2025

Names

Arun Muthukkumar (Preferred)

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

Coauthor
Naga Mudda
2023 – 2025

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

Publications

Co-Authors

No co-authors