| How Much Position Information Do Convolutional Neural Networks Encode? MA Islam, S Jia, NDB Bruce International Conference on Learning Representations, 2020 | 337 | 2020 |
| 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 | 257 | 2017 |
| 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 | 127 | 2018 |
| 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 | 76 | 2021 |
| 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 | 71 | 2017 |
| 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 | 63 | 2021 |
| 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 | 56* | 2021 |
| 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 | 30 | 2021 |
| 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 | 30 | 2014 |
| 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 | 26 | 2017 |
| 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 | 25* | 2022 |
| How much position information do convolutional neural networks encode? arXiv 2020 MA Islam, S Jia, ND Bruce arXiv preprint arXiv:2001.08248, 2020 | 18 | 2020 |
| 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 | 16 | 2021 |
| 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 | 16 | 2016 |
| Workload Prediction on Google Cluster Trace M Rasheduzzaman, MA Islam, RM Rahman International Journal of Grid and High Performance Computing (IJGHPC) 6 (3 …, 2014 | 13 | 2014 |
| Relative Saliency and Ranking: Models, Metrics, Data, and Benchmarks M Kalash, MA Islam, NDB Bruce IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019 | 12 | 2019 |
| 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 | 12 | 2014 |
| Segmix: Co-occurrence driven mixup for semantic segmentation and adversarial robustness MA Islam, M Kowal, KG Derpanis, NDB Bruce International Journal of Computer Vision 131 (3), 701-716, 2023 | 9 | 2023 |
| 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 | 9 | 2019 |
| 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 | 8 | 2020 |
Neil BruceSchool of Computer Science, University of GuelphVerified email at uoguelph.ca
