The memory-augmented hierarchical ensemble with LoRA-tuned DinoBloom and three-stage kNN retrieval ranks in the top ten by macro F1 on the WBCBench challenge for domain-shift robust white blood cell classification.
Raabin-wbc: a large free access dataset of white blood cells from normal peripheral blood,
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A Hierarchical Ensemble Inference Pipeline for Robust White Blood Cell Classification Under Domain Shifts
The memory-augmented hierarchical ensemble with LoRA-tuned DinoBloom and three-stage kNN retrieval ranks in the top ten by macro F1 on the WBCBench challenge for domain-shift robust white blood cell classification.