2 papers
cs.CV2025
Bridge the Gap: From Weak to Full Supervision for Temporal Action Localization with PseudoFormer
Ziyi Liu, Yangcen Liu
Weakly-supervised Temporal Action Localization (WTAL) has achieved notable success but still suffers from a lack of temporal annotations, leading to a performance and framework gap…
cs.CV2024
STAT: Towards Generalizable Temporal Action Localization
Yangcen Liu, Ziyi Liu, Yuanhao Zhai +3
Weakly-supervised temporal action localization (WTAL) aims to recognize and localize action instances with only video-level labels. Despite the significant progress, existing metho…