25 citations · 80 across the 27 of their papers we have counts for
4 papers · 1 filter
HyperLearn: A Distributed Approach for Representation Learning in Datasets With Many Modalities
Devanshu Arya, Stevan Rudinac, Marcel Worring
Multimodal datasets contain an enormous amount of relational information, which grows exponentially with the introduction of new modalities. Learning representations in such a scen…
Interactive Search and Exploration in Online Discussion Forums Using Multimodal Embeddings
Iva Gornishka, Stevan Rudinac, Marcel Worring
In this paper we present a novel interactive multimodal learning system, which facilitates search and exploration in large networks of social multimedia users. It allows the analys…
Multimodal Classification of Urban Micro-Events
Maarten Sukel, Stevan Rudinac, Marcel Worring
In this paper we seek methods to effectively detect urban micro-events. Urban micro-events are events which occur in cities, have limited geographical coverage and typically affect…
Exquisitor: Interactive Learning at Large
Björn Þór Jónsson, Omar Shahbaz Khan, Hanna Ragnarsdóttir +6
Increasing scale is a dominant trend in today's multimedia collections, which especially impacts interactive applications. To facilitate interactive exploration of large multimedia…