LoRA fine-tuning of pretrained vision models beats head-only fine-tuning on four cytology benchmarks, and CLIP with LoRA matches the HiCervix state of the art using 70% of the data.
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Exploring Foundation Models Fine-Tuning for Cytology Classification
LoRA fine-tuning of pretrained vision models beats head-only fine-tuning on four cytology benchmarks, and CLIP with LoRA matches the HiCervix state of the art using 70% of the data.