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Md Amirul Islam
Md Amirul Islam
Huawei Noah's Ark Lab
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Titlu
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How Much Position Information Do Convolutional Neural Networks Encode?
MA Islam, S Jia, NDB Bruce
International Conference on Learning Representations, 2020
2662020
Gated feedback refinement network for dense image labeling
M Amirul Islam, M Rochan, NDB Bruce, Y Wang
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
2322017
Revisiting salient object detection: Simultaneous detection, ranking, and subitizing of multiple salient objects
MA Islam, M Kalash, NDB Bruce
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
1162018
Label Refinement Network for Coarse-to-Fine Semantic Segmentation
MA Islam, S Naha, M Rochan, N Bruce, Y Wang
arXiv preprint arXiv:1703.00551, 2017
672017
Bidirectional attention network for monocular depth estimation
S Aich, JMU Vianney, MA Islam, MKB Liu
2021 IEEE International Conference on Robotics and Automation (ICRA), 11746 …, 2021
572021
Shape or Texture: Understanding Discriminative Features in CNNs
MA Islam, M Kowal, P Esser, S Jia, B Ommer, KG Derpanis, NDB Bruce
International Conference on Learning Representations (ICLR) 2021, 2021
462021
Position, Padding and Predictions: A Deeper Look at Position Information in CNNs
MA Islam, M Kowal, S Jia, KG Derpanis, NDB Bruce
arXiv preprint arXiv:2101.12322, 2021
442021
Task shape classification and workload characterization of google cluster trace
M Rasheduzzaman, MA Islam, T Islam, T Hossain, RM Rahman
2014 IEEE International Advance Computing Conference (IACC), 893-898, 2014
272014
Gated Feedback Refinement Network for Coarse-to-Fine Dense Semantic Image Labeling
MA Islam, M Rochan, S Naha, NDB Bruce, Y Wang
arXiv preprint arXiv:1806.11266, 2018
232018
Salient Object Detection using a Context-Aware Refinement Network
MA Islam, M Kalash, M Rochan, N Bruce, Y Wang
British Machine Vision Conference (BMVC), 2017
222017
Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs
MA Islam, M Kowal, S Jia, KG Derpanis, NDB Bruce
Proceedings of the IEEE/CVF International Conference on Computer Vision, 793-801, 2021
192021
Dense Image Labeling Using Deep Convolutional Neural Networks
MA Islam, N Bruce, Y Wang
Computer and Robot Vision (CRV), 2016 13th Conference on, 16-23, 2016
142016
Fibro-CoSANet: pulmonary fibrosis prognosis prediction using a convolutional self attention network
Z Al Nazi, FR Mashrur, MA Islam, S Saha
Physics in Medicine & Biology 66 (22), 225013, 2021
122021
Workload Prediction on Google Cluster Trace
M Rasheduzzaman, MA Islam, RM Rahman
International Journal of Grid and High Performance Computing (IJGHPC) 6 (3 …, 2014
122014
Study of different forecasting models on Google cluster trace
M Rasheduzzaman, MA Islam, T Islam, T Hossain, RM Rahman
16th Int'l Conf. Computer and Information Technology, 414-419, 2014
122014
Recurrent Iterative Gating Networks for Semantic Segmentation
R Karim, MA Islam, NDB Bruce
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 1070-1079, 2019
92019
Relative Saliency and Ranking: Models, Metrics, Data, and Benchmarks
M Kalash, MA Islam, NDB Bruce
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019
92019
Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness
MA Islam, M Kowal, KG Derpanis, NDB Bruce
British Machine Vision Conference (BMVC) 2020, 2020
82020
A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information
M Kowal, M Siam, MA Islam, NDB Bruce, RP Wildes, KG Derpanis
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
62022
Distributed iterative gating networks for semantic segmentation
R Karim, MA Islam, NDB Bruce
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
52020
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