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=#๐‘ค!#"$ #โ‹…&๐‘Š%โ‹…๐‘ž#( (1) The relation weight ๐‘ค'-* captures both geometric and attention-based relationships be-tween queries, which is computed as: ๐‘ค!#

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cs.CV 1

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2025 1

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CONDITIONAL 1

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LP-DETR: Layer-wise Progressive Relations for Object Detection

cs.CV ยท 2025-02-07 ยท conditional ยท novelty 4.0

LP-DETR proposes a progressive relation-aware self-attention module that models local, medium, and global spatial relations between DETR queries, reaching 52.3 AP with ResNet-50 after 12 epochs on COCO, a small gain over Relation-DETR.

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  • LP-DETR: Layer-wise Progressive Relations for Object Detection cs.CV ยท 2025-02-07 ยท conditional ยท none ยท ref 3

    LP-DETR proposes a progressive relation-aware self-attention module that models local, medium, and global spatial relations between DETR queries, reaching 52.3 AP with ResNet-50 after 12 epochs on COCO, a small gain over Relation-DETR.