Methods › Computer Vision › Semantic Segmentation Modules › Bilateral Guided Aggregation Layer
Bilateral Guided Aggregation Layer
Introduced by Changqian Yu et al. in BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Bilateral Guided Aggregation Layer is a feature fusion layer for semantic segmentation that aims to enhance mutual connections and fuse different types of feature representation. It was used in the BiSeNet V2 architecture. Specifically, within the BiSeNet implementation, the layer was used to employ the contextual information of the Semantic Branch to guide the feature response of Detail Branch. With different scale guidance, different scale feature representations can be captured, which inherently encodes the multi-scale information.
Papers archive 2025-07-28
2 shown of 2, 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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Exploring Lip Segmentation Techniques in Computer Vision: A Comparative Analysis 20 Nov 2023 · 0 repositories · arXiv:2311.11992
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BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation 5 Apr 2020 · 7 repositories · arXiv:2004.02147Syntology ran 6 of 10 samples · 4 unverified · 5 pointer-only (licence)
Tasks archive 2025-07-28
5 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Segmentation | 2 |
| Edge-computing | 1 |
| Lip Reading | 1 |
| Real-Time Semantic Segmentation | 1 |
| Semantic Segmentation | 1 |
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
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