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…