A constraint-planning framework places PEFT adapters on YOLO detectors, beating full fine-tuning on YOLO11s/YOLO12s and refusing RT-DETR-L before training.
Pet-dino: Unifying visual cues into grounding dino with prompt-enriched training
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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.