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Sam Leroux
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Improving generalization for abstract reasoning tasks using disentangled feature representations
X Steenbrugge, S Leroux, T Verbelen, B Dhoedt
arXiv preprint arXiv:1811.04784, 2018
682018
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
642017
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
402018
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
352018
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
342018
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
322015
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
222021
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
222019
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
222015
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
212019
Training binary neural networks with knowledge transfer
S Leroux, B Vankeirsbilck, T Verbelen, P Simoens, B Dhoedt
Neurocomputing 396, 534-541, 2020
192020
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
192016
Privacy aware offloading of deep neural networks
S Leroux, T Verbelen, P Simoens, B Dhoedt
arXiv preprint arXiv:1805.12024, 2018
182018
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
142015
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
122019
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
112022
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
112022
Anomaly detection for autonomous guided vehicles using bayesian surprise
O «atal, S Leroux, C De Boom, T Verbelen, B Dhoedt
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems†…, 2020
112020
Transfer learning with binary neural networks
S Leroux, S Bohez, T Verbelen, B Vankeirsbilck, P Simoens, B Dhoedt
arXiv preprint arXiv:1711.10761, 2017
92017
A VM/containerized approach for scaling tinyML applications
M Lootus, K Thakore, S Leroux, G Trooskens, A Sharma, H Ly
arXiv preprint arXiv:2202.05057, 2022
72022
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Articles 1–20