Search Results - "Leroux, Sam"

Maximum causal entropy inverse constrained reinforcement learning.

Authors: Baert, Mattijs Mazzaglia, Pietro Leroux, Sam et al.

Source: Machine Learning; Apr2025, Vol. 114 Issue 4, p1-44, 44p

Approximating vision transformers for edge: variational inference and mixed-precision for multi-modal data: Approximating vision transformers for edge: variational inference...: D. Katare et al.

Authors: Katare, Dewant Leroux, Sam Janssen, Marijn et al.

Source: Computing; Mar2025, Vol. 107 Issue 3, p1-25, 25p

Inverse reinforcement learning through logic constraint inference.

Authors: Baert, Mattijs Leroux, Sam Simoens, Pieter

Source: Machine Learning; Jul2023, Vol. 112 Issue 7, p2593-2618, 26p

Computational fairness in adaptive neural networks.

Authors: Leroux, Sam Cornelissen, Ciem Sharma, Vishisht et al.

Source: Neural Computing & Applications. Aug2025, Vol. 37 Issue 23, p19445-19460. 16p.

Source-Free Model Transferability Assessment for Smart Surveillance via Randomly Initialized Networks.

Authors: Wang, Wei-Cheng Leroux, Sam Simoens, Pieter

Source: Sensors (14248220). Jul2025, Vol. 25 Issue 13, p3856. 22p.

Iterative neural networks for adaptive inference on resource-constrained devices.

Authors: Leroux, Sam Verbelen, Tim Simoens, Pieter et al.

Source: Neural Computing & Applications; Jul2022, Vol. 34 Issue 13, p10321-10336, 16p

Embedding-based pair generation for contrastive representation learning in audio-visual surveillance data.

Authors: Wang, Wei-Cheng De Coninck, Sander Leroux, Sam et al.

Source: Frontiers in Robotics & AI; 2025, p1-14, 14p

Privacy-preserving visual analysis: training video obfuscation models without sensitive labels.

Authors: De Coninck, Sander Wang, Wei-Cheng Leroux, Sam et al.

Source: Applied Intelligence; Apr2024, Vol. 54 Issue 8, p6041-6052, 12p

Securing workers and workspaces: Contextual privacy for vision-based ergonomics.

Authors: De Coninck, Sander Gamba, Emilio Van Doninck, Bart et al.

Source: Computer Vision & Image Understanding; Mar2026, Vol. 265, pN.PAG-N.PAG, 1p

Iterative Online 3D Reconstruction from RGB Images.

Authors: Cardoen, Thorsten Leroux, Sam Simoens, Pieter

Source: Sensors (14248220). Dec2022, Vol. 22 Issue 24, p9782. 21p.

Development and In-Field Validation of an Autonomous Soil Mechanical Resistance Sensor.

Authors: De Cauwer, Valentijn Cool, Simon Willekens, Axel et al.

Source: Sensors (14248220). Mar2025, Vol. 25 Issue 6, p1919. 25p.

Sparse random neural networks for online anomaly detection on sensor nodes.

Authors: Leroux, Sam Simoens, Pieter

Source: Future Generation Computer Systems; Jul2023, Vol. 144, p327-343, 17p

Multi-camera detection and tracking for individual broiler monitoring.

Authors: Cardoen, Thorsten de Carvalho, Patricia Soster Antonissen, Gunther et al.

Source: Computers & Electronics in Agriculture; Oct2025:Part A, Vol. 237, pN.PAG-N.PAG, 1p

The cascading neural network: building the Internet of Smart Things.

Authors: Leroux, Sam Bohez, Steven Coninck, Elias et al.

Source: Knowledge & Information Systems; Sep2017, Vol. 52 Issue 3, p791-814, 24p

Training binary neural networks with knowledge transfer.

Authors: Leroux, Sam Vankeirsbilck, Bert Verbelen, Tim et al.

Source: Neurocomputing; Jul2020, Vol. 396, p534-541, 8p

Multi-fidelity deep neural networks for adaptive inference in the internet of multimedia things.

Authors: Leroux, Sam Bohez, Steven De Coninck, Elias et al.

Source: Future Generation Computer Systems; Aug2019, Vol. 97, p355-360, 6p

Automated training of location-specific edge models for traffic counting.

Authors: Leroux, Sam Li, Bo Simoens, Pieter

Source: Computers & Electrical Engineering; Apr2022, Vol. 99, pN.PAG-N.PAG, 1p

Decoupled appearance and motion learning for efficient anomaly detection in surveillance video.

Authors: Li, Bo Leroux, Sam Simoens, Pieter

Source: Computer Vision & Image Understanding; Sep2021, Vol. 210, pN.PAG-N.PAG, 1p