About

I am a first year PhD student at the University of Manitoba working with Dr. Neil Bruce in Computer Vision Lab. I'm mainly interested in deep learning, especially applied to computer vision. Previously, I received my MSc in Computer Science from the University of Manitoba in 2017, where I was advised by Dr. Yang Wang and Dr. Neil Bruce in the Computer Vision Lab.

Recent News

  01 Mar 2018: I have been accepted to Deep Learning Summer School at the University of Toronto with financial aid!
  07 Mar 2018: One paper submitted to BMVC'18
  23 Mar 2018: I have received the University of Manitoba Graduate Fellowship (UMGF)!
  14 Mar 2018: One paper submitted to ECCV'18
  18 Feb 2018: One paper accepted at CVPR'18 as Oral!
  12 Mar 2018: One paper accepted at CRV'18 as Oral!
  03 Jul 2017: One paper accepted at BMVC'17
  27 Feb 2017: One paper accepted at CVPR'17

Research

Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects
Md Amirul Islam*, Mahmoud Kalash*, Dr. Neil Bruce
[* indicates equal contribution]
CVPR 2018 (Oral)
Gated Feedback Refinement Network for Dense Image Labeling
Md Amirul Islam, Mrigank Rochan, Neil D. B. Bruce, and Yang Wang
CVPR 2017
On the Robustness of Deep Learning Models to Universal Adversarial Attack
Rezaul Karim*, Md Amirul Islam*, Noman Mohammed , Neil D. B. Bruce
[* indicates equal contribution]
CRV 2018 (Oral)
Dense Image Labeling Using Deep Learning
Md Amirul Islam
Masters Thesis, University of Manitoba, 2017
Salient Object Detection using a Context-Aware Refinement Network
Md Amirul Islam, Mahmoud Kalash, Mrigank Rochan, Neil D. B. Bruce, and Yang Wang
BMVC 2017
Label Refinement Network for Coarse-to-Fine Semantic Segmentation
Md Amirul Islam, Shujon Naha, Mrigank Rochan, Neil D. B. Bruce, and Yang Wang
arXiv Preprint 2017
Dense Image Labeling Using Deep Convolutional Neural Networks
Md Amirul Islam, Neil D. B. Bruce, and Yang Wang
CRV 2016 (Oral)
Feature Fusion for Robust Object Tracking
Md Amirul Islam, M. Rasheduzzaman, M. M. Lutfe Elahi, Bruce Poon, M. A. Amin, and Hong Yan
ICWAPR 2015 (Oral)
Workload Prediction on Google Cluster Trace
M. Rasheduzzaman, Md Amirul Islam, Rashedur M. Rahman
IJGHPC (IGI-Global) 2014
Task Shape Classification and Workload Characterization of Google Cluster Trace
M. Rasheduzzaman, Md Amirul Islam,Tasvirul Islam, Tahmid Hossain, Rashedur M. Rahman
IACC 2014

This guy has an awesome website