8 citations · 8 across the 3 of their papers we have counts for
3 papers
On genuine invariance learning without weight-tying
Artem Moskalev, Anna Sepliarskaia, Erik J. Bekkers +1
In this paper, we investigate properties and limitations of invariance learned by neural networks from the data compared to the genuine invariance achieved through invariant weight…
Generating captions without looking beyond objects
Hendrik Heuer, Christof Monz, Arnold W. M. Smeulders
This paper explores new evaluation perspectives for image captioning and introduces a noun translation task that achieves comparative image caption generation performance by transl…
Searching Scenes by Abstracting Things
Svetlana Kordumova, Jan C. van Gemert, Cees G. M. Snoek +1
In this paper we propose to represent a scene as an abstraction of 'things'. We start from 'things' as generated by modern object proposals, and we investigate their immediately ob…