TSCANet: a two-stream context aggregation network for weakly-supervised temporal action localization

H Zhang, H Lin, D Wang, D Xu, F Zhou, L Guan… - The Journal of …, 2025 - Springer
Weakly supervised temporal action localization classifies and localizes actions in uncropped
videos by using only video-level labels. Many current methods employ feature extractors …

Video-specific query-key attention modeling for weakly-supervised temporal action localization

X Wang, AK Katsaggelos - arXiv preprint arXiv:2305.04186, 2023 - arxiv.org
Weakly-supervised temporal action localization aims to identify and localize the action
instances in the untrimmed videos with only video-level action labels. When humans watch …

SGLP-Net: Sparse Graph Label Propagation Network for Weakly-Supervised Temporal Action Localization

X Wu, Y Song - International Conference on Neural Information …, 2023 - Springer
The present weakly-supervised methods for Temporal Action Localization are primarily
responsible for capturing the temporal context. However, these approaches have limitations …

Deep Learning Applied to Image and Video Processing

X Wang - 2024 - search.proquest.com
NORTHWESTERN UNIVERSITY Deep Learning Applied to Image and Video Processing A
DISSERTATION SUBMITTED TO THE GRADUATE SCHOOL IN P Page 1 NORTHWESTERN …