Md. Amirul Islam

According to our database, Md. Amirul Islam authored at least 28 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks.

Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis

IEEE Trans. Pattern Anal. Mach. Intell., January, 2025

2024

Position, Padding and Predictions: A Deeper Look at Position Information in CNNs.

Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce

Int. J. Comput. Vis., September, 2024

Visually Guided Audio Source Separation with Meta Consistency Learning.

Md. Amirul Islam, Seyed Shahabeddin Nabavi, Irina Kezele, Yang Wang, Yuanhao Yu, Jin Tang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

An ensemble learning approach for anomaly detection in credit card data with imbalanced and overlapped classes.

Md. Amirul Islam, Ashraf Uddin, Sunil Aryal, Giovanni Stea

J. Inf. Secur. Appl., November, 2023

SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness.

Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce

Int. J. Comput. Vis., March, 2023

2022

A survey of blockchain-based IoT eHealthcare: Applications, research issues, and challenges.

Md. Shafiur Rahman, Md. Amirul Islam, Md. Ashraf Uddin, Giovanni Stea

Internet Things, 2022

A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information.

Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Maximizing Mutual Shape Information.

Md. Amirul Islam, Matthew Kowal, Patrick Esser, Björn Ommer, Konstantinos G. Derpanis, Neil D. B. Bruce

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Relative Saliency and Ranking: Models, Metrics, Data and Benchmarks.

Mahmoud Kalash, Md. Amirul Islam, Neil D. B. Bruce

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Fibro-CoSANet: Pulmonary Fibrosis Prognosis Prediction using a Convolutional Self Attention Network.

Zabir Al Nazi, Fazla Rabbi Mashrur, Md. Amirul Islam, Shumit Saha

CoRR, 2021

Bidirectional Attention Network for Monocular Depth Estimation.

Shubhra Aich, Jean Marie Uwabeza Vianney, Md. Amirul Islam, Mannat Kaur, Bingbing Liu

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Shape or Texture: Understanding Discriminative Features in CNNs.

Md. Amirul Islam, Matthew Kowal, Patrick Esser, Sen Jia, Björn Ommer, Konstantinos G. Derpanis, Neil D. B. Bruce

Proceedings of the 9th International Conference on Learning Representations, 2021

Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs.

Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Simpler Does It: Generating Semantic Labels with Objectness Guidance.

Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Distributed Iterative Gating Networks for Semantic Segmentation.

Rezaul Karim, Md. Amirul Islam, Neil D. B. Bruce

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

How much Position Information Do Convolutional Neural Networks Encode?

Md. Amirul Islam, Sen Jia, Neil D. B. Bruce

Proceedings of the 8th International Conference on Learning Representations, 2020

Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness.

Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce

Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019

Recurrent Iterative Gating Networks for Semantic Segmentation.

Rezaul Karim, Md. Amirul Islam, Neil D. B. Bruce

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

2018

Gated Feedback Refinement Network for Coarse-to-Fine Dense Semantic Image Labeling.

Md. Amirul Islam, Mrigank Rochan, Shujon Naha, Neil D. B. Bruce, Yang Wang

CoRR, 2018

Mining Periodic Patterns and Accuracy Calculation for Activity Monitoring Using RF Tag Arrays.

Md. Amirul Islam, Uzzal Kumar Acharjee

Proceedings of International Joint Conference on Computational Intelligence, 2018

Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects.

Md. Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

On the Robustness of Deep Learning Models to Universal Adversarial Attack.

Rezaul Karim, Md. Amirul Islam, Noman Mohammed, Neil D. B. Bruce

Proceedings of the 15th Conference on Computer and Robot Vision, 2018

Semantics Meet Saliency: Exploring Domain Affinity and Models for Dual-Task Prediction.

Md. Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Label Refinement Network for Coarse-to-Fine Semantic Segmentation.

Md. Amirul Islam, Shujon Naha, Mrigank Rochan, Neil D. B. Bruce, Yang Wang

CoRR, 2017

Gated Feedback Refinement Network for Dense Image Labeling.

Md. Amirul Islam, Mrigank Rochan, Neil D. B. Bruce, Yang Wang

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Salient Object Detection using a Context-Aware Refinement Network.

Md. Amirul Islam, Mahmoud Kalash, Mrigank Rochan, Neil D. B. Bruce, Yang Wang

Proceedings of the British Machine Vision Conference 2017, 2017

2016

Dense Image Labeling Using Deep Convolutional Neural Networks.

Md. Amirul Islam, Neil D. B. Bruce, Yang Wang

Proceedings of the 13th Conference on Computer and Robot Vision, 2016

2014

Workload Prediction on Google Cluster Trace.

Md. Rasheduzzaman, Md. Amirul Islam, Rashedur M. Rahman

Int. J. Grid High Perform. Comput., 2014