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cs.CV2026
Halt the Hallucination: Decoupling Signal and Semantic OOD Detection Based on Cascaded Early Rejection
Ningkang Peng, Chuanjie Cheng, Jingyang Mao +7
Efficient and robust Out-of-Distribution (OOD) detection is paramount for safety-critical applications.However, existing methods still execute full-scale inference on low-level sta…
cs.CV2025★ 1 cited
Object Detection for Medical Image Analysis: Insights from the RT-DETR Model
Weijie He, Yuwei Zhang, Ting Xu +3
Deep learning has emerged as a transformative approach for solving complex pattern recognition and object detection challenges. This paper focuses on the application of a novel det…