New QUBO suppression formulations add SSIM appearance similarity and confidence products to the pairwise penalty, improving mAP and mAR over QSQS on COCO and CrowdHuman.
Algorithms for hyper-parameter optimization
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Enhancing Quantum-ready QUBO-based Suppression for Object Detection with Appearance and Confidence Features
New QUBO suppression formulations add SSIM appearance similarity and confidence products to the pairwise penalty, improving mAP and mAR over QSQS on COCO and CrowdHuman.