LT-Soups: Bridging Head and Tail Classes via Subsampled Model Soups

LT-Soups introduces a novel two-stage framework leveraging LoRA-style fine-tuning to effectively mitigate head-tail imbalance in classification tasks while p...

Level: advanced

By Masih Aminbeidokhti, Subhankar Roy, Eric Granger, Elisa Ricci, Marco Pedersoli

Category: research