DCE trains frequency-aware experts with complementary losses plus a Gaussian-sampled dynamic selector, reporting SOTA accuracy on four imbalanced domain-incremental benchmarks.
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Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts
DCE trains frequency-aware experts with complementary losses plus a Gaussian-sampled dynamic selector, reporting SOTA accuracy on four imbalanced domain-incremental benchmarks.