Guha Balakrishnan


SURF Mentoring

Potential projects/topics: I am broadly interested in computer vision and medical imaging projects. One particular focus area are deep generative models, used to create new images.

Potential skills gained: Experience working with deep neural networks, large datasets, Python, and reading top-level research papers in computer vision

Required qualifications: Experience coding in Python. Some background in deep neural networks is also strongly suggested.

Direct mentor: Faculty/P.I., Graduate Student

Student Project Titles List

Testing the Biases of Face Recognition Models using Synthetic Face Generators

CLIP performance on radiology images

Research Areas

Computer vision and graphics, including generative image models and their applications, mid-level vision/perception, algorithmic fairness, and medical applications.