34 citations · 43 across the 4 of their papers we have counts for
3 papers · 1 filter
Efficient Training of Deep Networks using Guided Spectral Data Selection: A Step Toward Learning What You Need
Mohammadreza Sharifi, Ahad Harati
Effective data curation is essential for optimizing neural network training. In this paper, we present the Guided Spectrally Tuned Data Selection (GSTDS) algorithm, which dynamical…
Deep multi-prototype capsule networks
Saeid Abbassi, Kamaledin Ghiasi-Shirazi, Ahad Harati
Capsule networks are a type of neural network that identify image parts and form the instantiation parameters of a whole hierarchically. The goal behind the network is to perform a…
Salient Object Detection in Video using Deep Non-Local Neural Networks
Mohammad Shokri, Ahad Harati, Kimya Taba
Detection of salient objects in image and video is of great importance in many computer vision applications. In spite of the fact that the state of the art in saliency detection fo…