Minseok Son

Difficulty-aware Balancing Margin Loss for Long-tailed Recognition

When trained with severely imbalanced data, deep neural networks often struggle to accurately recognize classes with few samples. Previous studies in long-tailed recognition have attempted to rebalance biased learning using known sample distributions, primarily addressing different classification di…