15 citations · 27 across the 13 of their papers we have counts for
4 papers · 1 filter
Translating Visual Art into Music
Maximilian Müller-Eberstein, Nanne van Noord
The Synesthetic Variational Autoencoder (SynVAE) introduced in this research is able to learn a consistent mapping between visual and auditive sensory modalities in the absence of…
I Bet You Are Wrong: Gambling Adversarial Networks for Structured Semantic Segmentation
Laurens Samson, Nanne van Noord, Olaf Booij +3
Adversarial training has been recently employed for realizing structured semantic segmentation, in which the aim is to preserve higher-level scene structural consistencies in dense…
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…
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…