About
I work on machine learning applications motivated in
healthcare
and sciences.
Some of my work pertains to improving speech recognition systems for users
with impaired
speech, others to transfer learning for bio/medical data
(e.g. detecting diabetic
retinopathy,
breast
cancer), and I have also developed methods
to interpret such vision/audio models (model explanation) for medical applications.
During my graduate studies, I applied natural language
processing and computer vision techniques to generate descriptions of
events depicted in videos and images. I am a key contributor to a number of works featuring in
the
Healed through
A.I. documentary.
Please refer to my website (https://vsubhashini.github.io/) for more information and my Google
Scholar page for an up-to-date list of my publications.
Research Areas
Learn more about how we do research
We maintain a portfolio of research projects, providing individuals and teams the freedom to emphasize specific types of work