Few Shot Temporal Action Localization
2 papers with code • 2 benchmarks • 2 datasets
Detect Action using few labeled samples
Most implemented papers
Few-Shot Temporal Action Localization with Query Adaptive Transformer
Further, a novel FS-TAL model is proposed which maximizes the knowledge transfer from training classes whilst enabling the model to be dynamically adapted to both the new class and each video of that class simultaneously.
FMI-TAL: Few-shot Multiple Instances Temporal Action Localization by Probability Distribution Learning and Interval Cluster Refinement
The present few-shot temporal action localization model can't handle the situation where videos contain multiple action instances.