| The cascading neural network: building the internet of smart things S Leroux, S Bohez, E De Coninck, T Verbelen, B Vankeirsbilck, ... Knowledge and Information Systems 52, 791-814, 2017 | 80 | 2017 |
| Improving generalization for abstract reasoning tasks using disentangled feature representations X Steenbrugge, S Leroux, T Verbelen, B Dhoedt arXiv preprint arXiv:1811.04784, 2018 | 73 | 2018 |
| IamNN: Iterative and adaptive mobile neural network for efficient image classification S Leroux, P Molchanov, P Simoens, B Dhoedt, T Breuel, J Kautz arXiv preprint arXiv:1804.10123, 2018 | 49 | 2018 |
| DIANNE: a modular framework for designing, training and deploying deep neural networks on heterogeneous distributed infrastructure E De Coninck, S Bohez, S Leroux, T Verbelen, B Vankeirsbilck, ... Journal of Systems and Software 141, 52-65, 2018 | 38 | 2018 |
| Fingerprinting encrypted network traffic types using machine learning S Leroux, S Bohez, PJ Maenhaut, N Meheus, P Simoens, B Dhoedt NOMS 2018-2018 IEEE/IFIP Network Operations and Management Symposium, 1-5, 2018 | 38 | 2018 |
| Dianne: Distributed artificial neural networks for the internet of things E De Coninck, T Verbelen, B Vankeirsbilck, S Bohez, S Leroux, ... Proceedings of the 2nd Workshop on Middleware for Context-Aware Applications …, 2015 | 36 | 2015 |
| Decoupled appearance and motion learning for efficient anomaly detection in surveillance video B Li, S Leroux, P Simoens Computer Vision and Image Understanding 210, 103249, 2021 | 34 | 2021 |
| Asynchronous spiking neurons, the natural key to exploit temporal sparsity A Yousefzadeh, MA Khoei, S Hosseini, P Holanda, S Leroux, O Moreira, ... IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9 (4 …, 2019 | 31 | 2019 |
| Training binary neural networks with knowledge transfer S Leroux, B Vankeirsbilck, T Verbelen, P Simoens, B Dhoedt Neurocomputing 396, 534-541, 2020 | 27 | 2020 |
| Conversion of synchronous artificial neural network to asynchronous spiking neural network using sigma-delta quantization A Yousefzadeh, S Hosseini, P Holanda, S Leroux, T Werner, ... 2019 IEEE International Conference on Artificial Intelligence Circuits and …, 2019 | 26 | 2019 |
| Resource-constrained classification using a cascade of neural network layers S Leroux, S Bohez, T Verbelen, B Vankeirsbilck, P Simoens, B Dhoedt 2015 International Joint Conference on Neural Networks (IJCNN), 1-7, 2015 | 26 | 2015 |
| Privacy aware offloading of deep neural networks S Leroux, T Verbelen, P Simoens, B Dhoedt arXiv preprint arXiv:1805.12024, 2018 | 24 | 2018 |
| Multi-branch neural networks for video anomaly detection in adverse lighting and weather conditions S Leroux, B Li, P Simoens Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022 | 21 | 2022 |
| Tinymlops: Operational challenges for widespread edge ai adoption S Leroux, P Simoens, M Lootus, K Thakore, A Sharma 2022 IEEE International Parallel and Distributed Processing Symposium …, 2022 | 19 | 2022 |
| Middleware platform for distributed applications incorporating robots, sensors and the cloud E De Coninck, S Bohez, S Leroux, T Verbelen, B Vankeirsbilck, B Dhoedt, ... 2016 5th IEEE International Conference on Cloud Networking (Cloudnet), 218-223, 2016 | 19 | 2016 |
| Anomaly detection for autonomous guided vehicles using bayesian surprise O Çatal, S Leroux, C De Boom, T Verbelen, B Dhoedt 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020 | 16 | 2020 |
| Sparse random neural networks for online anomaly detection on sensor nodes S Leroux, P Simoens Future Generation Computer Systems 144, 327-343, 2023 | 14 | 2023 |
| Combining collaborative filtering and search engine into hybrid news recommendations T De Pessemier, S Leroux, K Vanhecke, L Martens 3rd International Workshop on News Recommendation and Analytics (INRA 2015 …, 2015 | 14 | 2015 |
| Multi-fidelity deep neural networks for adaptive inference in the internet of multimedia things S Leroux, S Bohez, E De Coninck, P Van Molle, B Vankeirsbilck, ... Future generation computer systems 97, 355-360, 2019 | 13 | 2019 |
| Maximum causal entropy inverse constrained reinforcement learning M Baert, P Mazzaglia, S Leroux, P Simoens arXiv preprint arXiv:2305.02857, 2023 | 12 | 2023 |
Pieter Simoensimec - Ghent UniversityVerified email at ugent.be
