Cankun Guo

TS-MOF: Two-Stage Multi-Objective Fine-tuning for Long-Tailed Recognition

Long-Tailed Recognition (LTR) presents a significant challenge due to extreme class imbalance, where existing methods often struggle to balance performance across head and tail classes. Directly applying multi-objective optimization (MOO) to leverage multiple LTR strategies can be complex and unstab…