Methods › Computer Vision › Feature Pyramid Blocks › RFP

Recursive Feature Pyramid

RFP

10 papers tagged archive 2025-07-28

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

An Recursive Feature Pyramid (RFP) builds on top of the Feature Pyramid Networks (FPN) by incorporating extra feedback connections from the FPN layers into the bottom-up backbone layers. Unrolling the recursive structure to a sequential implementation, we obtain a backbone for object detector that looks at the images twice or more. Similar to the cascaded detector heads in Cascade R-CNN trained with more selective examples, an RFP recursively enhances FPN to generate increasingly powerful representations. Resembling Deeply-Supervised Nets, the feedback connections bring the features that directly receive gradients from the detector heads back to the low levels of the bottom-up backbone to speed up training and boost performance.

Source: DetectoRS: Detecting Objects with Recursive Feature...

Papers archive 2025-07-28

10 shown of 10, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

Tasks archive 2025-07-28

20 shown of 22 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

TaskPapers
Object2
Segmentation2
Semantic Segmentation2
3D Object Editing1
Automatic Speech Recognition1
Automatic Speech Recognition (ASR)1
Clone Detection1
Compressive Sensing1
Data Augmentation1
Graph Classification1
Instance Segmentation1
NeRF1
Node Classification1
Object Detection1
Panoptic Segmentation1
Scene Segmentation1
Speech Recognition1
TAG1
Time Series Analysis1
Vocal Bursts Valence Prediction1

Usage over time archive 2025-07-28

Papers per year tagged with RFP: 2020 to 2023, peak 5 5 0 2020: 3 papers 2020 2021: 1 paper 2021 2022: 5 papers 2022 2023: 1 paper 2023
Papers per year the archive tags with this method, by the paper's archive date (10 dated). Bars are counts, not a trend claim.

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Feature Pyramid Blocks

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