9 citations · 9 across the 1 of their papers we have counts for
2 papers
cs.CV2018
Deep Architectures and Ensembles for Semantic Video Classification
Eng-Jon Ong, Sameed Husain, Mikel Bober-Irizar +1
This work addresses the problem of accurate semantic labelling of short videos. To this end, a multitude of different deep nets, ranging from traditional recurrent neural networks…
cs.CV2017★ 9 cited
Cultivating DNN Diversity for Large Scale Video Labelling
Mikel Bober-Irizar, Sameed Husain, Eng-Jon Ong +1
We investigate factors controlling DNN diversity in the context of the Google Cloud and YouTube-8M Video Understanding Challenge. While it is well-known that ensemble methods impro…