Sukrut Akolkar

Research Assistant @Indiana University Luddy School Of Informatics, Computing, And Engineering

Bloomington, IN, US

Investigating a hybrid neural rendering technique combining Patch Convolution and Implicit Neural Representation under Dr. Garyfallidis to achieve hallucination-free super-resolution & denoising of 3D MRI scans.• Designed training and inference pipelines to support systematic experimentation across multiple model architectures, hyperparameter configurations, and loss functions.• Reviewing and implementing relevant research papers in the domains of image representation, denoising and super-resolution.• Contributing to the open-source DIPY (diffusion imaging in python) project.