665 citations · 1.3k across the 20 of their papers we have counts for
4 papers · 1 filter
Scale Matters: Temporal Scale Aggregation Network for Precise Action Localization in Untrimmed Videos
Guoqiang Gong, Liangfeng Zheng, Kun Bai +1
Temporal action localization is a recently-emerging task, aiming to localize video segments from untrimmed videos that contain specific actions. Despite the remarkable recent progr…
Deep High-Resolution Representation Learning for Visual Recognition
Jingdong Wang, Ke Sun, Tianheng Cheng +9
High-resolution representations are essential for position-sensitive vision problems, such as human pose estimation, semantic segmentation, and object detection. Existing state-of-…
Two-Stream Video Classification with Cross-Modality Attention
Lu Chi, Guiyu Tian, Yadong Mu +1
Fusing multi-modality information is known to be able to effectively bring significant improvement in video classification. However, the most popular method up to now is still simp…
High-Resolution Representations for Labeling Pixels and Regions
Ke Sun, Yang Zhao, Borui Jiang +7
High-resolution representation learning plays an essential role in many vision problems, e.g., pose estimation and semantic segmentation. The high-resolution network (HRNet)~\cite{…