A constraint-planning framework places PEFT adapters on YOLO detectors, beating full fine-tuning on YOLO11s/YOLO12s and refusing RT-DETR-L before training.
Lightweight modular parameter-efficient tuning for open- vocabulary object detection, 2024
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YOLO-PEFT: Parameter-Efficient Fine-Tuning on YOLO Family
A constraint-planning framework places PEFT adapters on YOLO detectors, beating full fine-tuning on YOLO11s/YOLO12s and refusing RT-DETR-L before training.