3 papers
cs.AI2026
CADRE: Stable, Parameter Efficient Adaptation of Medical Vision Language Models with Bounded Forgetting and Prior Drift
Amrita Singh, Rishabh Jha, Prashanna Chudal
Medical vision-language models (VLMs) such as BiomedCLIP generalize broadly, but adapting them to a clinical service is as much a safety problem as an accuracy one. Updating a depl…
cs.CV2026
Detection of Virus and Small Cell Patches in Foci Images Using Switchable Convolution and Feature Pyramid Networks
Amrita Singh, Snehasis Mukherjee
Accurate detection and counting of virus patches in focus-forming unit (FFU) images, also known as foci images, are important for quantifying viral infection and analyzing cellular…
cs.CV2025
Scale-Invariant Object Detection by Adaptive Convolution with Unified Global-Local Context
Amrita Singh, Snehasis Mukherjee
Dense features are important for detecting minute objects in images. Unfortunately, despite the remarkable efficacy of the CNN models in multi-scale object detection, CNN models of…