Md. Amirul Islam

45 papers A* 7A 8C 1Journal 27Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A novel simulator for performance analysis in heterogeneous wormhole Network-on-Chips. Array Md. Amirul Islam, Giovanni Stea
2025	J	`jnl`	Estimating Bandwidth and Analyzing Worst-Case Delay Bounds Using Network Calculus. IEEE Access Md. Amirul Islam, Giovanni Stea
2025	J	`jnl`	Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks. IEEE Trans. Pattern Anal. Mach. Intell. Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis
2024	J	`jnl`	Position, Padding and Predictions: A Deeper Look at Position Information in CNNs. Int. J. Comput. Vis. Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce
2024	A	`conf`	Visually Guided Audio Source Separation with Meta Consistency Learning. WACV Md. Amirul Islam, Seyed Shahabeddin Nabavi, Irina Kezele, Yang Wang, Yuanhao Yu, Jin Tang
2023	J	`jnl`	An ensemble learning approach for anomaly detection in credit card data with imbalanced and overlapped classes. J. Inf. Secur. Appl. Md. Amirul Islam, Ashraf Uddin, Sunil Aryal, Giovanni Stea
2023	J	`jnl`	SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness. Int. J. Comput. Vis. Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce
2022	A*	`conf`	A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information. CVPR Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis
2022	J	`jnl`	A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information. CoRR Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis
2022	J	`jnl`	A survey of blockchain-based IoT eHealthcare: Applications, research issues, and challenges. Internet Things Md. Shafiur Rahman, Md. Amirul Islam, Md. Ashraf Uddin, Giovanni Stea
2022	A	`conf`	Maximizing Mutual Shape Information. BMVC Md. Amirul Islam, Matthew Kowal, Patrick Esser, Björn Ommer, Konstantinos G. Derpanis, Neil D. B. Bruce
2022	J	`jnl`	Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks. CoRR Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis
2021	A*	`conf`	Bidirectional Attention Network for Monocular Depth Estimation. ICRA Shubhra Aich, Jean Marie Uwabeza Vianney, Md. Amirul Islam, Mannat Kaur, Bingbing Liu
2021	J	`jnl`	Fibro-CoSANet: Pulmonary Fibrosis Prognosis Prediction using a Convolutional Self Attention Network. CoRR Zabir Al Nazi, Fazla Rabbi Mashrur, Md. Amirul Islam, Shumit Saha
2021	A*	`conf`	Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs. ICCV Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce
2021	J	`jnl`	Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs. CoRR Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce
2021	J	`jnl`	Position, Padding and Predictions: A Deeper Look at Position Information in CNNs. CoRR Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce
2021	J	`jnl`	Relative Saliency and Ranking: Models, Metrics, Data and Benchmarks. IEEE Trans. Pattern Anal. Mach. Intell. Mahmoud Kalash, Md. Amirul Islam, Neil D. B. Bruce
2021	J	`jnl`	SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness. CoRR Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce
2021	A*	`conf`	Shape or Texture: Understanding Discriminative Features in CNNs. ICLR Md. Amirul Islam, Matthew Kowal, Patrick Esser, Sen Jia, Björn Ommer, Konstantinos G. Derpanis, Neil D. B. Bruce
2021	J	`jnl`	Shape or Texture: Understanding Discriminative Features in CNNs. CoRR Md. Amirul Islam, Matthew Kowal, Patrick Esser, Sen Jia, Björn Ommer, Konstantinos G. Derpanis, Neil D. B. Bruce
2021	A	`conf`	Simpler Does It: Generating Semantic Labels with Objectness Guidance. BMVC Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce
2021	J	`jnl`	Simpler Does It: Generating Semantic Labels with Objectness Guidance. CoRR Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce
2020	J	`jnl`	Bidirectional Attention Network for Monocular Depth Estimation. CoRR Shubhra Aich, Jean Marie Uwabeza Vianney, Md. Amirul Islam, Mannat Kaur, Bingbing Liu
2020	A	`conf`	Distributed Iterative Gating Networks for Semantic Segmentation. WACV Rezaul Karim, Md. Amirul Islam, Neil D. B. Bruce
2020	A	`conf`	Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness. BMVC Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce
2020	J	`jnl`	Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness. CoRR Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce
2020	J	`jnl`	How Much Position Information Do Convolutional Neural Networks Encode? CoRR Md. Amirul Islam, Sen Jia, Neil D. B. Bruce
2020	A*	`conf`	How much Position Information Do Convolutional Neural Networks Encode? ICLR Md. Amirul Islam, Sen Jia, Neil D. B. Bruce
2019	J	`jnl`	Distributed Iterative Gating Networks for Semantic Segmentation. CoRR Rezaul Karim, Md. Amirul Islam, Neil D. B. Bruce
2019	A	`conf`	Recurrent Iterative Gating Networks for Semantic Segmentation. WACV Rezaul Karim, Md. Amirul Islam, Neil D. B. Bruce
2018	J	`jnl`	Gated Feedback Refinement Network for Coarse-to-Fine Dense Semantic Image Labeling. CoRR Md. Amirul Islam, Mrigank Rochan, Shujon Naha, Neil D. B. Bruce, Yang Wang
2018	C	`conf`	Mining Periodic Patterns and Accuracy Calculation for Activity Monitoring Using RF Tag Arrays. IJCCI Md. Amirul Islam, Uzzal Kumar Acharjee
2018	—	`conf`	On the Robustness of Deep Learning Models to Universal Adversarial Attack. CRV Rezaul Karim, Md. Amirul Islam, Noman Mohammed, Neil D. B. Bruce
2018	J	`jnl`	Recurrent Iterative Gating Networks for Semantic Segmentation. CoRR Rezaul Karim, Md. Amirul Islam, Neil D. B. Bruce
2018	J	`jnl`	Relative Saliency and Ranking: Models, Metrics, Data, and Benchmarks. CoRR Mahmoud Kalash, Md. Amirul Islam, Neil D. B. Bruce
2018	A*	`conf`	Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects. CVPR Md. Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce
2018	J	`jnl`	Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects. CoRR Md. Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce
2018	A	`conf`	Semantics Meet Saliency: Exploring Domain Affinity and Models for Dual-Task Prediction. BMVC Md. Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce
2018	J	`jnl`	Semantics Meet Saliency: Exploring Domain Affinity and Models for Dual-Task Prediction. CoRR Md. Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce
2017	A*	`conf`	Gated Feedback Refinement Network for Dense Image Labeling. CVPR Md. Amirul Islam, Mrigank Rochan, Neil D. B. Bruce, Yang Wang
2017	J	`jnl`	Label Refinement Network for Coarse-to-Fine Semantic Segmentation. CoRR Md. Amirul Islam, Shujon Naha, Mrigank Rochan, Neil D. B. Bruce, Yang Wang
2017	A	`conf`	Salient Object Detection using a Context-Aware Refinement Network. BMVC Md. Amirul Islam, Mahmoud Kalash, Mrigank Rochan, Neil D. B. Bruce, Yang Wang
2016	—	`conf`	Dense Image Labeling Using Deep Convolutional Neural Networks. CRV Md. Amirul Islam, Neil D. B. Bruce, Yang Wang
2014	J	`jnl`	Workload Prediction on Google Cluster Trace. Int. J. Grid High Perform. Comput. Md. Rasheduzzaman, Md. Amirul Islam, Rashedur M. Rahman