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Class activation guide

CAG

18 papers tagged archive 2025-07-28

Introduced by Chinedu Innocent Nwoye et al. in Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets

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

Class activation guide is a module which uses weak localization information from the instrument activation maps to guide the verb and target recognition.

Image source: Nwoye et al.

PaperSource

Papers archive 2025-07-28

18 shown of 18, 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 35 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
RAG5
Retrieval4
Retrieval-augmented Generation4
All2
Electron Tomography2
Semantic Segmentation2
Action Localization1
Action Recognition1
Action Triplet Recognition1
Articles1
Binary Classification1
Causal Discovery1
Chunking1
Classification1
Counterfactual Explanation1
Cryogenic Electron Tomography1
Diagnostic1
Dimensionality Reduction1
GPR1
Gait Recognition1

Usage over time archive 2025-07-28

Papers per year tagged with CAG: 2020 to 2025, peak 7 7 0 2020: 1 paper 2020 2021: 2 papers 2021 2022: 0 papers 2022 2023: 2 papers 2023 2024: 7 papers 2024 2025: 6 papers 2025
Papers per year the archive tags with this method, by the paper's archive date (18 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

Region Proposal

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