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Xianghong Li

2 accepted papers

2025

MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism

CVPR 2025poster

Based on analyzing the character of cascaded decoder architecture commonly adopted in existing DETR-like models, this paper proposes a new decoder architecture. The cascaded decoder architecture constrains object queries to update in the cascaded direction, only enabling object queries to learn rela…

2024

DI-MaskDINO: A Joint Object Detection and Instance Segmentation Model

NeurIPS 2024poster

This paper is motivated by an interesting phenomenon: the performance of object detection lags behind that of instance segmentation (i.e., performance imbalance) when investigating the intermediate results from the beginning transformer decoder layer of MaskDINO (i.e., the SOTA model for joint detec…

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