activity
20172020
most citedSALSA-TEXT : self attentive latent space based adversarial text generation

15 citations · 19 across the 5 of their papers we have counts for

collaborators

5 papers

eess.IV2020

A fast semi-automatic method for classification and counting the number and types of blood cells in an image

Hamed Sadeghi, Shahram Shirani, David W. Capson

A novel and fast semi-automatic method for segmentation, locating and counting blood cells in an image is proposed. In this method, thresholding is used to separate the nucleus fro…

stat.AP2019★ 3 cited

Diabetes Mellitus Forecasting Using Population Health Data in Ontario, Canada

Mathieu Ravaut, Hamed Sadeghi, Kin Kwan Leung +2

Leveraging health administrative data (HAD) datasets for predicting the risk of chronic diseases including diabetes has gained a lot of attention in the machine learning community…

cs.CL2018★ 15 cited

SALSA-TEXT : self attentive latent space based adversarial text generation

Jules Gagnon-Marchand, Hamed Sadeghi, Md. Akmal Haidar +1

Inspired by the success of self attention mechanism and Transformer architecture in sequence transduction and image generation applications, we propose novel self attention-based a…

cs.CV2017★ 1 cited

OCRAPOSE II: An OCR-based indoor positioning system using mobile phone images

Hamed Sadeghi, Shahrokh Valaee, Shahram Shirani

In this paper, we propose an OCR (optical character recognition)-based localization system called OCRAPOSE II, which is applicable in a number of indoor scenarios including office…

cs.DS2017

1D Modeling of Sensor Selection Problem for Weak Barrier Coverage and Gap Mending in Wireless Sensor Networks

Hamed Sadeghi, MohammadReza Soroushmehr, Shahrokh Valaee +2

In this paper, we first remodel the line coverage as a 1D discrete problem with co-linear targets. Then, an order-based greedy algorithm, called OGA, is proposed to solve the probl…