no code implementations • 27 Sep 2022 • Ioannis Vezakis, Antonios Vezakis, Sofia Gourtsoyianni, Vassilis Koutoulidis, George K. Matsopoulos, Dimitrios Koutsouris
However, an inherent side-effect of this is that high-level features, produced at the deep end of the network, are always captured in low resolution feature maps.
1 code implementation • 12 Jul 2019 • Paschalis Bizopoulos, Dimitrios Koutsouris
We lastly present Sparsely Activated Networks (SANs) that consist of kernels with shared weights that, during encoding, are convolved with the input and then passed through a sparse activation function.
1 code implementation • 18 Apr 2019 • Paschalis Bizopoulos, George I Lambrou, Dimitrios Koutsouris
Deep learning has revolutionized computer vision utilizing the increased availability of big data and the power of parallel computational units such as graphical processing units.
no code implementations • 22 Feb 2019 • Paschalis Bizopoulos, Dimitrios Koutsouris
The medical field is creating large amount of data that physicians are unable to decipher and use efficiently.