Browsing by author "Leroux, Sam"
Now showing items 1-20 of 24
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Adaptieve diepe neurale architecturen voor efficiënte dataverwerking op sensorknopen
Leroux, Sam (2019-06) -
An Opt-in Framework for Privacy Protection in Audio-Based Applications
Wang, Wei Cheng; De Coninck, Sander; Leroux, Sam; Simoens, Pieter (2022) -
Asynchronous Spiking Neurons, the natural key to exploit temporal sparsity
Yousefzadeh, A.; Khoei, M.A.; Hosseini, S.; Holanda, P.; Leroux, Sam; Moreira, O.; Tapson, J.; Dhoedt, Bart; Simoens, Pieter; Serrano-Gotarredona, T.; Linares-Barranco, B. (2019-12) -
Automated training of location-specific edge models for traffic counting
Leroux, Sam; Li, Bo; Simoens, Pieter (2022) -
Conversion of synchronous artificial neural network to asynchronous spiking neural network using sigma-delta quantization
Yousefzadeh, A.; Hosseini, S.; Holanda, P.; Leroux, Sam; Werner, Thilo; Serrano-Gotarredona, T.; Barranco, B.L.; Dhoedt, Bart; Simoens, Pieter (2019) -
Decoupled appearance and motion learning for efficient anomaly detection in surveillance video
Li, Bo; Leroux, Sam; Simoens, Pieter (2021) -
DIANNE: a modular framework for designing, training and deploying deep neural networks on heterogeneous distributed infrastructure
De Coninck, Elias; Bohez, Steven; Leroux, Sam; Verbelen, Tim; Vankeirsbilck, Bert; Simoens, Pieter; Dhoedt, Bart (2018-07) -
Fingerprinting encrypted network traffic types using machine learning
Leroux, Sam; Bohez, Steven; Maenhaut, Pieter Jan; Meheus, N.; Simoens, Pieter; Dhoedt, Bart (2018-04) -
IamNN: Iterative and adaptive mobile neural network for efficient image classification
Leroux, Sam; Simoens, Pieter; Dhoedt, Bart; Molchanov, P.; Breuel, T.; Kautz, J. (2018-04) -
Improving generalization for abstract reasoning tasks using disentangled feature representations
Steenbrugge, X.; Verbelen, Tim; Leroux, Sam; Dhoedt, Bart (2018) -
Intelligent frame selection as a privacy-friendlier alternative to face recognition
Baert, Mattijs; Leroux, Sam; Simoens, Pieter (2021) -
Inverse reinforcement learning through logic constraint inference
Baert, Mattijs; Leroux, Sam; Simoens, Pieter (2023) -
Iterative Online 3D Reconstruction from RGB Images
Cardoen, Thorsten; Leroux, Sam; Simoens, Pieter (2022) -
Multi-branch Neural Networks for Video Anomaly Detection in Adverse Lighting and Weather Conditions
Leroux, Sam; Li, Bo; Simoens, Pieter (2022) -
Multi-fidelity deep neural networks for adaptive inference in the internet of multimedia things
Leroux, Sam; Bohez, Steven; De Coninck, Elias; Van Molle, Pieter; Vankeirsbilck, Bert; Verbelen, Tim; Simoens, Pieter; Dhoedt, Bart (2019) -
Privacy aware offloading of deep neural networks
Leroux, Sam; Verbelen, Tim; Simoens, Pieter; Dhoedt, Bart (2018) -
Privacy-preserving visual analysis: training video obfuscation models without sensitive labels
De Coninck, Sander; Wang, Wei Cheng; Leroux, Sam; Simoens, Pieter (2024) -
Robot navigation using a variational dynamics model for state estimation and robust control
Bohez, Steven; Verbelen, Tim; Leroux, Sam; De Coninck, Elias; Vankeirsbilck, Bert; Simoens, Pieter; Dhoedt, Bart (2018) -
Sparse random neural networks for online anomaly detection on sensor nodes
Leroux, Sam; Simoens, Pieter (2023) -
Supervised detection of Alternaria solani on ultra-high-resolution modified RGB UAV images
Wieme, Jana; Leroux, Sam; Cool, Simon; Pieters, Jan; Maes, Wouter (2022)