Methods › Computer Vision › Light-weight neural networks › FBNet
FBNet
Introduced by Bichen Wu et al. in FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
FBNet is a type of convolutional neural architectures discovered through DNAS neural architecture search. It utilises a basic type of image model block inspired by MobileNetv2 that utilises depthwise convolutions and an inverted residual structure (see components).
Papers archive 2025-07-28
12 shown of 12, 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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Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search 4 Jun 2023 · 0 repositories · arXiv:2306.02459
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FBNet: Feedback Network for Point Cloud Completion 8 Oct 2022 · 1 repository · arXiv:2210.03974
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Learning to repair: Repairing model output errors after deployment using a dynamic memory of feedback 16 Jan 2022 · 0 repositories
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Learning to Repair: Repairing model output errors after deployment using a dynamic memory of feedback 16 Dec 2021 · 1 repository · arXiv:2112.09737
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FBNet: Feature Balance Network for Urban-Scene Segmentation 5 Nov 2021 · 0 repositories · arXiv:2111.03286
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HAO: Hardware-aware neural Architecture Optimization for Efficient Inference 26 Apr 2021 · 0 repositories · arXiv:2104.12766
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HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark 19 Mar 2021 · 1 repository · arXiv:2103.10584
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HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark 1 Jan 2021 · 0 repositories
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Parallax Motion Effect Generation Through Instance Segmentation And Depth Estimation 6 Oct 2020 · 0 repositories · arXiv:2010.02680
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Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection 26 Mar 2020 · 1 repository · arXiv:2003.11818
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Hardware Aware Neural Network Architectures using FbNet 17 Jun 2019 · 1 repository · arXiv:1906.07214
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FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search 9 Dec 2018 · 5 repositories · arXiv:1812.03443Syntology ran 0 of 1 samples · 1 unverified
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.
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