DBG mitigates boundary overlap in long-tailed learning by generating near-boundary samples, leading to better tail class accuracy and more separable decision spaces.
Deep long-tailed learning: A survey.IEEE TPAMI, 45(9):10795–10816
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Decision Boundary-aware Generation for Long-tailed Learning
DBG mitigates boundary overlap in long-tailed learning by generating near-boundary samples, leading to better tail class accuracy and more separable decision spaces.