7 Powerful Problems and Solutions: Overcoming and Transforming Long-Tailed Semi-Supervised Learning with FlexDA & ADELLO
In the fast-evolving world of artificial intelligence and machine learning, one of the most pressing challenges is handling long-tailed data distributions in semi-supervised learning (SSL). While traditional SSL methods assume balanced class distributions, real-world datasets often follow a long-tailed pattern—where a few classes dominate, and many others are underrepresented. This imbalance leads to biased models, […]
