Methods › General › Action Recognition Blocks › TPN
Temporal Pyramid Network
TPN
Introduced by Ceyuan Yang et al. in Temporal Pyramid Network for Action Recognition
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Temporal Pyramid Network, or TPN, is a pyramid level module for action recognition at the feature-level, which can be flexibly integrated into 2D or 3D backbone networks in a plug-and-play manner. The source of features and the fusion of features form a feature hierarchy for the backbone so that it can capture action instances at various tempos. In the TPN, a Backbone Network is used to extract multiple level features, a Spatial Semantic Modulation spatially downsamples features to align semantics, a Temporal Rate Modulation temporally downsamples features to adjust relative tempo among levels, Information Flow aggregates features in various directions to enhance and enrich level-wise representations and Final Prediction rescales and concatenates all levels of pyramid along channel dimension.
Papers archive 2025-07-28
6 shown of 6, 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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TPN: Transferable Proto-Learning Network towards Few-shot Document-Level Relation Extraction 1 Oct 2024 · 1 repository · arXiv:2410.00412
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Subtype-Aware Dynamic Unsupervised Domain Adaptation 16 Aug 2022 · 0 repositories · arXiv:2208.07754
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Context-aware Proposal Network for Temporal Action Detection 18 Jun 2022 · 0 repositories · arXiv:2206.09082
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Trident Pyramid Networks: The importance of processing at the feature pyramid level for better object detection 8 Oct 2021 · 1 repository · arXiv:2110.04004
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Few-Shot Video Object Detection 30 Apr 2021 · 1 repository · arXiv:2104.14805
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Temporal Pyramid Network for Action Recognition 7 Apr 2020 · 3 repositories · arXiv:2004.03548Syntology ran 0 of 3 samples · 3 unverified
Tasks archive 2025-07-28
15 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
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