no code implementations • 11 Feb 2024 • Akshat Gautam, Anurag Shandilya, Akshit Srivastava, Venkatapathy Subramanian, Ganesh Ramakrishnan, Kshitij Jadhav
We demonstrate that informed subset selection followed by semi-supervised data programming methods using these images as exemplars perform better than other state-of-the-art semi-supervised methods.
no code implementations • 4 Oct 2022 • Suraj Kothawade, Akshit Srivastava, Venkat Iyer, Ganesh Ramakrishnan, Rishabh Iyer
Avoiding out-of-distribution (OOD) data is critical for training supervised machine learning models in the medical imaging domain.