5 citations · 5 across the 7 of their papers we have counts for
Showing cs.CVShow all
2 papers · 1 filter
cs.CV2026
Beyond Static Costs: Learning-Dynamics Aware Loss Functions for Long-Tailed Classification
Varad Shinde, Nikhil Kumar Shrey, Magesh Rajasekaran +5
Deep learning models in computer vision face significant challenges when trained on long-tailed datasets, where a few majority classes dominate while many minority classes are seve…
cs.CV2026★ 5 cited
COMBOOD: A Semiparametric Approach for Detecting Out-of-distribution Data for Image Classification
Magesh Rajasekaran, Md Saiful Islam Sajol, Frej Berglind +2
Identifying out-of-distribution (OOD) data at inference time is crucial for many machine learning applications, especially for automation. We present a novel unsupervised semi-para…