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

sauradip/fewshotQAT 20 Oct 2021

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

ycwfs/fmi-tal 25 Aug 2024

The present few-shot temporal action localization model can't handle the situation where videos contain multiple action instances.