51 citations · 51 across the 1 of their papers we have counts for
3 papers
cs.CV2019
Learning Task Relatedness in Multi-Task Learning for Images in Context
Gjorgji Strezoski, Nanne van Noord, Marcel Worring
Multimedia applications often require concurrent solutions to multiple tasks. These tasks hold clues to each-others solutions, however as these relations can be complex this remain…
cs.CV2019
Many Task Learning with Task Routing
Gjorgji Strezoski, Nanne van Noord, Marcel Worring
Typical multi-task learning (MTL) methods rely on architectural adjustments and a large trainable parameter set to jointly optimize over several tasks. However, when the number of…
cs.MM2017★ 51 cited
OmniArt: Multi-task Deep Learning for Artistic Data Analysis
Gjorgji Strezoski, Marcel Worring
Vast amounts of artistic data is scattered on-line from both museums and art applications. Collecting, processing and studying it with respect to all accompanying attributes is an…