Guha Balakrishnan

Assistant Professor

Electrical & Computer Engineering

Rice University

office:

10-20L BioScience Research Collaborative (BRC)

email:

guha@rice.edu

Who Am I?

I am an Assistant Professor in the Electrical and Computer Engineering (ECE) department at Rice University. I focus on developing scalable and reliable computer vision methods, and apply much of my work to scientific domains such as medical and geospatial imaging.

Before Rice ...

[2020 - 2021] : Applied Scientist @ AWS

[2018 - 2020] : Postdoc @ MIT CSAIL with Bill Freeman

[2011 - 2018] : MS & PhD @ MIT CSAIL with John Guttag and Frédo Durand

[2007 - 2011] : B.S. in Computer Science, B.S. in Computer Engineering @ University of Michigan

Recent News

MetaSeg will be presented at MICCAI 2025 as an oral (top 10% of accepted papers) in September. We offer a completely new way to perform medical image segmentation using INRs with 90% fewer parameters than standard models.

We released FastAvatar, a framework that can generate a 3D Gaussian Splatting model for a face in real-time from just one image taken at any arbitrary pose! In collaboration with Samsung Research America.

We released ALPINE, a PyTorch library for fast prototyping and development of implicit neural representations (INRs), particularly for scientific applications.

Page updated

Google Sites

Report abuse