all AI news
Temporal Saliency Query Network for Efficient Video Recognition. (arXiv:2207.10379v1 [cs.CV])
July 22, 2022, 1:12 a.m. | Boyang Xia, Zhihao Wang, Wenhao Wu, Haoran Wang, Jungong Han
cs.CV updates on arXiv.org arxiv.org
Efficient video recognition is a hot-spot research topic with the explosive
growth of multimedia data on the Internet and mobile devices. Most existing
methods select the salient frames without awareness of the class-specific
saliency scores, which neglect the implicit association between the saliency of
frames and its belonging category. To alleviate this issue, we devise a novel
Temporal Saliency Query (TSQ) mechanism, which introduces class-specific
information to provide fine-grained cues for saliency measurement.
Specifically, we model the class-specific saliency measuring …
More from arxiv.org / cs.CV updates on arXiv.org
Jobs in AI, ML, Big Data
Senior ML Researcher - 3D Geometry Processing | 3D Shape Generation | 3D Mesh Data
@ Promaton | Europe
Director, Global Procurement Data Analytics
@ Alcon | Fort Worth - Main
Backend Software Engineer, Airbnb for Real Estate
@ Airbnb | United States
Data Scientist
@ Exoticca | Barcelona, Catalonia, Spain - Remote
ESG Data Analytics Summer Associate (Intern)
@ Apex Clean Energy | Charlottesville, VA, United States
Team Lead, Machine Learning
@ Prenuvo | Vancouver, British Columbia, Canada