Weakly Supervised From survey PDF — verify links
TCRFL
TCRFL — Caption-Guided Semantics
J. Information and Intelligence · 2025Human-reviewed summary status
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.
Taxonomy placement
Weakly Supervised
Weakly SupervisedCaption-Guided Semantics
Method characteristics
Weakly SupervisedTemporal contextRepresentative features