Investigate the Essence of Long-Tailed Recognition from a Unified Perspective

Lei Liu, Li Liu

As the data scale grows, deep recognition models often suffer from long-tailed data distributions due to the heavy imbalanced sample number across categories. Indeed, real-world da…