2 papers
cs.CV2025
Boosting Open Set Recognition Performance through Modulated Representation Learning
Amit Kumar Kundu, Vaishnavi S Patil, Joseph Jaja
The open set recognition (OSR) problem aims to identify test samples from novel semantic classes that are not part of the training classes, a task that is crucial in many practical…
cs.CV2025
Detecting and Monitoring Bias for Subgroups in Breast Cancer Detection AI
Amit Kumar Kundu, Florence X. Doo, Vaishnavi Patil +2
Automated mammography screening plays an important role in early breast cancer detection. However, current machine learning models, developed on some training datasets, may exhibit…