Weakly-Supervised Temporal Action Localization by Inferring Salient Snippet-Feature

no code implementations • 22 Mar 2023 • Wulian Yun, Mengshi Qi, Chuanming Wang, Huadong Ma

Weakly-supervised temporal action localization aims to locate action regions and identify action categories in untrimmed videos simultaneously by taking only video-level labels as the supervision.

Pseudo Label Weakly-supervised Temporal Action Localization +1

Coarse-to-Fine Video Denoising with Dual-Stage Spatial-Channel Transformer

no code implementations • 30 Apr 2022 • Wulian Yun, Mengshi Qi, Chuanming Wang, Huiyuan Fu, Huadong Ma

Meanwhile, we design a Multi-Scale Residual Structure to preserve multiple aspects of information at different stages, which contains a Temporal Features Aggregation Module to summarize the dynamic representation.

Denoising Video Denoising