Combining LoRA with snapshot ensembling yields a parameter-efficient uncertainty-aware segmentation ensemble that matches snapshot full-rank baselines, with feed-forward layers identified as the critical LoRA target.
GrowliFlower: An image time-series dataset for GROWth analysis of cauLIFLOWER , year =
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ST-LoRA: Single Trajectory LoRA Ensemble for Uncertainty Aware Agricultural Segmentation
Combining LoRA with snapshot ensembling yields a parameter-efficient uncertainty-aware segmentation ensemble that matches snapshot full-rank baselines, with feed-forward layers identified as the critical LoRA target.