Matches in SemOpenAlex for { <https://semopenalex.org/work/W3117237774> ?p ?o ?g. }
- W3117237774 abstract "In this paper, we present an implicit feature pyramid network (i-FPN) for object detection. Existing FPNs stack several cross-scale blocks to obtain large receptive field. We propose to use an implicit function, recently introduced in deep equilibrium model (DEQ), to model the transformation of FPN. We develop a residual-like iteration to updates the hidden states efficiently. Experimental results on MS COCO dataset show that i-FPN can significantly boost detection performance compared to baseline detectors with ResNet-50-FPN: +3.4, +3.2, +3.5, +4.2, +3.2 mAP on RetinaNet, Faster-RCNN, FCOS, ATSS and AutoAssign, respectively." @default.
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- W3117237774 date "2020-12-25" @default.
- W3117237774 modified "2023-10-18" @default.
- W3117237774 title "Implicit Feature Pyramid Network for Object Detection" @default.
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- W3117237774 doi "https://doi.org/10.48550/arxiv.2012.13563" @default.
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