Project Page

A Human-in-the-Loop Framework for Efficient Prompt Selection in Microscopy Vision-Language Models

Abhiram Kandiyana1 · Ankur Mali1 · Lawrence O. Hall1 · Peter R. Mouton2 · Dmitry Goldgof1

1 University of South Florida, Tampa, FL · 2 SRC Biosciences, Tampa, FL

kandiyana, ankurarjunmali, lohall, goldgof @ usf.edu · peter@disector.com

Thank you for your interest. This page is being prepared for the public release of the project materials associated with this paper.

Code and data release: Code and data will be released on June 4, 2026. Links to the GitHub repository and dataset will be added here.