173 citations · 554 across the 16 of their papers we have counts for
3 papers · 1 filter
Event Recognition with Automatic Album Detection based on Sequential Processing, Neural Attention and Image Captioning
Andrey V. Savchenko
In this paper a new formulation of event recognition task is examined: it is required to predict event categories in a gallery of images, for which albums (groups of photos corresp…
Preferences Prediction using a Gallery of Mobile Device based on Scene Recognition and Object Detection
A. V. Savchenko, K. V. Demochkin, I. S. Grechikhin
In this paper user modeling task is examined by processing a gallery of photos and videos on a mobile device. We propose novel engine for user preference prediction based on scene…
Compression of Recurrent Neural Networks for Efficient Language Modeling
Artem M. Grachev, Dmitry I. Ignatov, Andrey V. Savchenko
Recurrent neural networks have proved to be an effective method for statistical language modeling. However, in practice their memory and run-time complexity are usually too large t…