319 citations · 1.2k across the 94 of their papers we have counts for
5 papers · 2 filters
Rank Pooling for Action Recognition
Basura Fernando, Efstratios Gavves, Jose Oramas +2
We propose a function-based temporal pooling method that captures the latent structure of the video sequence data - e.g. how frame-level features evolve over time in a video. We sh…
MidRank: Learning to rank based on subsequences
Basura Fernando, Efstratios Gavves, Damien Muselet +1
We present a supervised learning to rank algorithm that effectively orders images by exploiting the structure in image sequences. Most often in the supervised learning to rank lite…
Deep Reflectance Maps
Konstantinos Rematas, Tobias Ritschel, Mario Fritz +2
Undoing the image formation process and therefore decomposing appearance into its intrinsic properties is a challenging task due to the under-constraint nature of this inverse prob…
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…
Guiding Long-Short Term Memory for Image Caption Generation
Xu Jia, Efstratios Gavves, Basura Fernando +1
In this work we focus on the problem of image caption generation. We propose an extension of the long short term memory (LSTM) model, which we coin gLSTM for short. In particular,…