RF-DETR: Neural Architecture Search for Real-Time Detection Transformers

Light-weight specialist real-time detection transformer that discovers an accuracy-latency Pareto frontier for any target dataset from a single training run: a DINOv2-ViT backbone feeds an LW-DETR-style set-prediction decoder, and weight-sharing NAS evaluates thousands of sub-network configurations without retraining.