GSEC uses MLLM-generated semantic descriptions and a bi-layer ensemble (BatchEnsemble inner layer plus alignment outer layer) to reduce bias and variance, outperforming 18 prior methods on six image clustering benchmarks.
Ensemble methods in machine learning
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