278 citations · 307 across the 6 of their papers we have counts for
5 papers · 1 filter
High-Accuracy Facial Depth Models derived from 3D Synthetic Data
Faisal Khan, Shubhajit Basak, Hossein Javidnia +2
In this paper, we explore how synthetically generated 3D face models can be used to construct a high accuracy ground truth for depth. This allows us to train the Convolutional Neur…
Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages
Muhammad Ali Farooq, Asma Khatoon, Viktor Varkarakis +1
Technology-assisted platforms provide reliable solutions in almost every field these days. One such important application in the medical field is the skin cancer classification in…
Versatile Auxiliary Classifier with Generative Adversarial Network (VAC+GAN)
Shabab Bazrafkan, Hossein Javidnia, Peter Corcoran
One of the most interesting challenges in Artificial Intelligence is to train conditional generators which are able to provide labeled adversarial samples drawn from a specific dis…
Versatile Auxiliary Regressor with Generative Adversarial network (VAR+GAN)
Shabab Bazrafkan, Peter Corcoran
Being able to generate constrained samples is one of the most appealing applications of the deep generators. Conditional generators are one of the successful implementations of suc…
Semi-Parallel Deep Neural Networks (SPDNN), Convergence and Generalization
Shabab Bazrafkan, Peter Corcoran
The Semi-Parallel Deep Neural Network (SPDNN) idea is explained in this article and it has been shown that the convergence of the mixed network is very close to the best network in…