Methods › Computer Vision › Feature Pyramid Blocks › NAS-FPN
NAS-FPN
Introduced by Golnaz Ghiasi et al. in NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
NAS-FPN is a Feature Pyramid Network that is discovered via Neural Architecture Search in a novel scalable search space covering all cross-scale connections. The discovered architecture consists of a combination of top-down and bottom-up connections to fuse features across scales
Papers archive 2025-07-28
11 shown of 11, 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.
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SaRPFF: A Self-Attention with Register-based Pyramid Feature Fusion module for enhanced RLD detection 26 Feb 2024 · 0 repositories · arXiv:2402.16291
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SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation 18 Sep 2022 · 5 repositories · arXiv:2209.08575
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OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection 8 Mar 2021 · 1 repository · arXiv:2103.04507
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Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation 13 Dec 2020 · 5 repositories · arXiv:2012.07177Syntology ran 2 of 2 samples · 0 unverified
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Rethinking Pre-training and Self-training 11 Jun 2020 · 2 repositories · arXiv:2006.06882
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SP-NAS: Serial-to-Parallel Backbone Search for Object Detection 1 Jun 2020 · 6 repositories
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SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization 10 Dec 2019 · 13 repositories · arXiv:1912.05027
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MnasFPN: Learning Latency-aware Pyramid Architecture for Object Detection on Mobile Devices 2 Dec 2019 · 2 repositories · arXiv:1912.01106
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Learning Data Augmentation Strategies for Object Detection 26 Jun 2019 · 6 repositories · arXiv:1906.11172Syntology ran 3 of 3 samples · 0 unverified · 3 pointer-only (licence)
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NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection 16 Apr 2019 · 8 repositories · arXiv:1904.07392
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ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors 5 Apr 2019 · 1 repository · arXiv:1904.03239
Tasks archive 2025-07-28
17 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
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
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections