MambaACE-YOLO: Frequency-Decoupled State-Space Modeling and Compact Higher-Order Relational Reasoning for Lightweight Real-Time Object Detection
Lightweight real-time detectors must balance long-range contextual modeling, cross-scale relational reasoning, and deployment efficiency. We present MambaACE-YOLO, an integration-oriented framework that separates computation into intra-scale encoding, cross-scale relational reasoning, sparse multi-stage feature distrib...