118 citations · 258 across the 21 of their papers we have counts for
3 papers · 1 filter
VideoStory Embeddings Recognize Events when Examples are Scarce
Amirhossein Habibian, Thomas Mensink, Cees G. M. Snoek
This paper aims for event recognition when video examples are scarce or even completely absent. The key in such a challenging setting is a semantic video representation. Rather tha…
Objects2action: Classifying and localizing actions without any video example
Mihir Jain, Jan C. van Gemert, Thomas Mensink +1
The goal of this paper is to recognize actions in video without the need for examples. Different from traditional zero-shot approaches we do not demand the design and specification…
Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks
Efstratios Gavves, Thomas Mensink, Tatiana Tommasi +2
How can we reuse existing knowledge, in the form of available datasets, when solving a new and apparently unrelated target task from a set of unlabeled data? In this work we make a…