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Open access Oct 2026

RCTE: A multi-class object detection framework for dental panoramic radiographs

Background Dental panoramic radiographs play an important role in oral disease screening, computer-aided diagnosis, and clinical treatment planning. However, accurate multi-class detection remains challenging due to small lesion sizes, ambiguous anatomical boundaries, insufficient multi-scale feature representation, an...

Jia-Yi Peng, Ji Liu, Yu-Feng Shen et al. · 0 citations
#machine learning Preprint Sep 2026

EAServe: Encode-Aware Disaggregated Serving for Multimodal Large Language Models

EAServe repositions Encode as the control point of the EPD pipeline, exposing three tightly coupled dimensions: when work enters downstream, where prefill executes, and how the GPU is shared, and reaches near-optimal configurations faster than baseline search methods.

Kun-Xiong Zhu, Zhi-Hao Shu, Hang-Yu Zheng et al. · 0 citations

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