Sanket Gupte

My research is focused on using Computer Vision and Deep Learning for cellular imaging to study the impact of neurodegenerative and viral diseases on the molecular machinery of the cell. I have developed label-efficient methods for high resolution 3D data, using self-supervised and semi-supervised learning, active learning, and vision foundation models. I'm currently exploring how vision-language pre-training can enable novel class discovery and open-world object detection in biomedical image analysis. My goal is to advance the state-of-the-art in Computer Vision and AI for healthcare and life sciences.