Md. Amirul Islam

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 40

Top Topics

Semantic Segmentation

Top Venues

Publications

Md. Amirul Islam, Seyed Shahabeddin Nabavi, Irina Kezele, Yang Wang, Yuanhao Yu, Jin Tang
Visually Guided Audio Source Separation with Meta Consistency Learning. WACV (2024)
Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce
SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness. Int. J. Comput. Vis. 131 (3) (2023)
Md. Amirul Islam, Ashraf Uddin, Sunil Aryal, Giovanni Stea
An ensemble learning approach for anomaly detection in credit card data with imbalanced and overlapped classes. J. Inf. Secur. Appl. 78 (2023)
Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis
A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information. CVPR (2022)
Md. Shafiur Rahman, Md. Amirul Islam, Md. Ashraf Uddin, Giovanni Stea
A survey of blockchain-based IoT eHealthcare: Applications, research issues, and challenges. Internet Things 19 (2022)
Md. Amirul Islam, Matthew Kowal, Patrick Esser, Björn Ommer, Konstantinos G. Derpanis, Neil D. B. Bruce
Maximizing Mutual Shape Information. BMVC (2022)
Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis
Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks. CoRR (2022)
Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis
A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information. CoRR (2022)
Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce
Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs. CoRR (2021)
Shubhra Aich, Jean Marie Uwabeza Vianney, Md. Amirul Islam, Mannat Kaur, Bingbing Liu
Bidirectional Attention Network for Monocular Depth Estimation. ICRA (2021)
Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce
Simpler Does It: Generating Semantic Labels with Objectness Guidance. BMVC (2021)
Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce
Simpler Does It: Generating Semantic Labels with Objectness Guidance. CoRR (2021)
Md. Amirul Islam, Matthew Kowal, Patrick Esser, Sen Jia, Björn Ommer, Konstantinos G. Derpanis, Neil D. B. Bruce
Shape or Texture: Understanding Discriminative Features in CNNs. CoRR (2021)
Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce
Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs. ICCV (2021)
Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce
SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness. CoRR (2021)
Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce
Position, Padding and Predictions: A Deeper Look at Position Information in CNNs. CoRR (2021)
Mahmoud Kalash, Md. Amirul Islam, Neil D. B. Bruce
Relative Saliency and Ranking: Models, Metrics, Data and Benchmarks. IEEE Trans. Pattern Anal. Mach. Intell. 43 (1) (2021)
Md. Amirul Islam, Matthew Kowal, Patrick Esser, Sen Jia, Björn Ommer, Konstantinos G. Derpanis, Neil D. B. Bruce
Shape or Texture: Understanding Discriminative Features in CNNs. ICLR (2021)
Zabir Al Nazi, Fazla Rabbi Mashrur, Md. Amirul Islam, Shumit Saha
Fibro-CoSANet: Pulmonary Fibrosis Prognosis Prediction using a Convolutional Self Attention Network. CoRR (2021)
Shubhra Aich, Jean Marie Uwabeza Vianney, Md. Amirul Islam, Mannat Kaur, Bingbing Liu
Bidirectional Attention Network for Monocular Depth Estimation. CoRR (2020)
Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce
Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness. BMVC (2020)
Md. Amirul Islam, Sen Jia, Neil D. B. Bruce
How much Position Information Do Convolutional Neural Networks Encode? ICLR (2020)
Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce
Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness. CoRR (2020)
Md. Amirul Islam, Sen Jia, Neil D. B. Bruce
How Much Position Information Do Convolutional Neural Networks Encode? CoRR (2020)
Rezaul Karim, Md. Amirul Islam, Neil D. B. Bruce
Distributed Iterative Gating Networks for Semantic Segmentation. WACV (2020)
Rezaul Karim, Md. Amirul Islam, Neil D. B. Bruce
Recurrent Iterative Gating Networks for Semantic Segmentation. WACV (2019)
Rezaul Karim, Md. Amirul Islam, Neil D. B. Bruce
Distributed Iterative Gating Networks for Semantic Segmentation. CoRR (2019)
Md. Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce
Semantics Meet Saliency: Exploring Domain Affinity and Models for Dual-Task Prediction. BMVC (2018)
Rezaul Karim, Md. Amirul Islam, Neil D. B. Bruce
Recurrent Iterative Gating Networks for Semantic Segmentation. CoRR (2018)
Rezaul Karim, Md. Amirul Islam, Noman Mohammed, Neil D. B. Bruce
On the Robustness of Deep Learning Models to Universal Adversarial Attack. CRV (2018)
Md. Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce
Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects. CVPR (2018)
Md. Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce
Semantics Meet Saliency: Exploring Domain Affinity and Models for Dual-Task Prediction. CoRR (2018)
Mahmoud Kalash, Md. Amirul Islam, Neil D. B. Bruce
Relative Saliency and Ranking: Models, Metrics, Data, and Benchmarks. CoRR (2018)
Md. Amirul Islam, Uzzal Kumar Acharjee
Mining Periodic Patterns and Accuracy Calculation for Activity Monitoring Using RF Tag Arrays. IJCCI (2018)
Md. Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce
Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects. CoRR (2018)
Md. Amirul Islam, Mrigank Rochan, Shujon Naha, Neil D. B. Bruce, Yang Wang
Gated Feedback Refinement Network for Coarse-to-Fine Dense Semantic Image Labeling. CoRR (2018)
Md. Amirul Islam, Shujon Naha, Mrigank Rochan, Neil D. B. Bruce, Yang Wang
Label Refinement Network for Coarse-to-Fine Semantic Segmentation. CoRR (2017)
Md. Amirul Islam, Mrigank Rochan, Neil D. B. Bruce, Yang Wang
Gated Feedback Refinement Network for Dense Image Labeling. CVPR (2017)
Md. Amirul Islam, Mahmoud Kalash, Mrigank Rochan, Neil D. B. Bruce, Yang Wang
Salient Object Detection using a Context-Aware Refinement Network. BMVC (2017)
Md. Amirul Islam, Neil D. B. Bruce, Yang Wang
Dense Image Labeling Using Deep Convolutional Neural Networks. CRV (2016)
Md. Rasheduzzaman, Md. Amirul Islam, Rashedur M. Rahman
Workload Prediction on Google Cluster Trace. Int. J. Grid High Perform. Comput. 6 (3) (2014)