Temporal action localization with Variance-Aware Networks - Tingting Xie
2020 Intelligent Sensing Summer School
Temporal action localization with Variance-Aware Networks
Tingting Xie, QMUL
This work addresses the problem of temporal action localization with Variance-Aware Network (VAN), i.e., DNNs that use second-order statistics in the input and the output of regression tasks. Results show that the incorporation of second order statistics surpasses the accuracy of virtually all other two-stage networks without involving any additional parameters.
As part of the 2020 Intelligent Sensing Summer School: http://cis.eecs.qmul.ac.uk/school2020...