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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…