59 citations · 222 across the 12 of their papers we have counts for
3 papers · 1 filter
O-MedAL: Online Active Deep Learning for Medical Image Analysis
Asim Smailagic, Pedro Costa, Alex Gaudio +9
Active Learning methods create an optimized labeled training set from unlabeled data. We introduce a novel Online Active Deep Learning method for Medical Image Analysis. We extend…
Attention Filtering for Multi-person Spatiotemporal Action Detection on Deep Two-Stream CNN Architectures
João Antunes, Pedro Abreu, Alexandre Bernardino +2
Action detection and recognition tasks have been the target of much focus in the computer vision community due to their many applications, namely, security, robotics and recommenda…
Weighted Multisource Tradaboost
João Antunes, Alexandre Bernardino, Asim Smailagic +1
In this paper we propose an improved method for transfer learning that takes into account the balance between target and source data. This method builds on the state-of-the-art Mul…