9 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.DC2022★ 9 cited
GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge
Arthi Padmanabhan, Neil Agarwal, Anand Iyer +5
Video analytics pipelines have steadily shifted to edge deployments to reduce bandwidth overheads and privacy violations, but in doing so, face an ever-growing resource tension. Mo…
cs.CV2014★ 3 cited
Visual Scene Representations: Contrast, Scaling and Occlusion
Stefano Soatto, Jingming Dong, Nikolaos Karianakis
We study the structure of representations, defined as approximations of minimal sufficient statistics that are maximal invariants to nuisance factors, for visual data subject to sc…