Edward Verenich

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 8

Top Topics

Attention Mechanism

Image Classification

Transfer Learning

Top Venues

Publications

Edward Verenich, Tobias Martin, Alvaro Velasquez, Nazar Khan, Faraz Hussain
Pulmonary Disease Classification Using Globally Correlated Maximum Likelihood: an Auxiliary Attention mechanism for Convolutional Neural Networks. CoRR (2021)
Edward Verenich, Alvaro Velasquez, Nazar Khan, Faraz Hussain
Improving Explainability of Image Classification in Scenarios with Class Overlap: Application to COVID-19 and Pneumonia. CoRR (2020)
Edward Verenich, Alvaro Velasquez, Nazar Khan, Faraz Hussain
Improving Explainability of Image Classification in Scenarios with Class Overlap: Application to COVID-19 and Pneumonia. ICMLA (2020)
Edward Verenich, Alvaro Velasquez, M. G. Sarwar Murshed, Faraz Hussain
FlexServe: Deployment of PyTorch Models as Flexible REST Endpoints. CoRR (2020)
Edward Verenich, Alvaro Velasquez, M. G. Sarwar Murshed, Faraz Hussain
FlexServe: Deployment of PyTorch Models as Flexible REST Endpoints. OpML (2020)
Edward Verenich, Alvaro Velasquez, M. G. Sarwar Murshed, Faraz Hussain
The Utility of Feature Reuse: Transfer Learning in Data-Starved Regimes. CoRR (2020)
M. G. Sarwar Murshed, Edward Verenich, James J. Carroll, Nazar Khan, Faraz Hussain
Hazard Detection in Supermarkets using Deep Learning on the Edge. CoRR (2020)
Justin Zhan, Timothy Rafalski, Gennady Stashkevich, Edward Verenich
Vaccination allocation in large dynamic networks. J. Big Data 4 (2017)