7 citations · 22 across the 14 of their papers we have counts for
3 papers · 1 filter
Synthetic Data Generation for Long-Tail Medical Image Classification: A Case Study in Skin Lesions
Jiaxiang Jiang, Mahesh Subedar, Omesh Tickoo
Long-tailed class distributions are pervasive in multi-class medical datasets and pose significant challenges for deep learning models which typically underperform on tail classes…
Parameter-Efficient Active Learning for Foundational models
Athmanarayanan Lakshmi Narayanan, Ranganath Krishnan, Amrutha Machireddy +1
Foundational vision transformer models have shown impressive few shot performance on many vision tasks. This research presents a novel investigation into the application of paramet…
Partially-Supervised Novel Object Captioning Leveraging Context from Paired Data
Shashank Bujimalla, Mahesh Subedar, Omesh Tickoo
In this paper, we propose an approach to improve image captioning solution for images with novel objects that do not have caption labels in the training dataset. We refer to our ap…