63 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Sahlgrenska University HospitalSE2 papers
- AIT Austrian Institute of Technology GmbHAT1 paper
- Gdańsk University of TechnologyPL1 paper
- Halmstad UniversitySE1 paper
- Mälardalen UniversitySE1 paper
- Swedish Armed ForcesSE1 paper
- Tallinn University of TechnologyEE1 paper
- Universität UlmDE1 paper
- University College LondonGB1 paper
3 papers · 1 filter
GAN-based generative modelling for dermatological applications -- comparative study
Sandra Carrasco Limeros, Sylwia Majchrowska, Mohamad Khir Zoubi +4
The lack of sufficiently large open medical databases is one of the biggest challenges in AI-powered healthcare. Synthetic data created using Generative Adversarial Networks (GANs)…
DASS: Differentiable Architecture Search for Sparse neural networks
Hamid Mousavi, Mohammad Loni, Mina Alibeigi +1
The deployment of Deep Neural Networks (DNNs) on edge devices is hindered by the substantial gap between performance requirements and available processing power. While recent resea…
The (de)biasing effect of GAN-based augmentation methods on skin lesion images
Agnieszka Mikołajczyk, Sylwia Majchrowska, Sandra Carrasco Limeros
New medical datasets are now more open to the public, allowing for better and more extensive research. Although prepared with the utmost care, new datasets might still be a source…