137 citations · 488 across the 26 of their papers we have counts for
4 papers · 1 filter
Attended End-to-end Architecture for Age Estimation from Facial Expression Videos
Wenjie Pei, Hamdi Dibeklioğlu, Tadas Baltrušaitis +1
The main challenges of age estimation from facial expression videos lie not only in the modeling of the static facial appearance, but also in the capturing of the temporal facial d…
Interacting Attention-gated Recurrent Networks for Recommendation
Wenjie Pei, Jie Yang, Zhu Sun +3
Capturing the temporal dynamics of user preferences over items is important for recommendation. Existing methods mainly assume that all time steps in user-item interaction history…
Label Stability in Multiple Instance Learning
Veronika Cheplygina, Lauge Sørensen, David M. J. Tax +2
We address the problem of \emph{instance label stability} in multiple instance learning (MIL) classifiers. These classifiers are trained only on globally annotated images (bags), b…
Classification of COPD with Multiple Instance Learning
Veronika Cheplygina, Lauge Sørensen, David M. J. Tax +3
Chronic obstructive pulmonary disease (COPD) is a lung disease where early detection benefits the survival rate. COPD can be quantified by classifying patches of computed tomograph…