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TCRFL

TCRFL — Caption-Guided Semantics

J. Information and Intelligence · 2025

Survey summary

Combines Mamba and Transformer layers in a temporal context learning module to capture short- and long-range event dependencies with linear complexity, alongside representative feature learning that reduces reliance on noisy top-scoring snippet selection.

Weakly Supervised

Weakly SupervisedCaption-Guided Semantics
Weakly SupervisedTemporal contextRepresentative features