Sam Leroux - RankMe

69 papers A* 1A 2B 3C 1Journal 48Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Efficient On-Board Processing of Oblique UAV Video for Rapid Flood Extent Mapping. CoRR Vishisht Sharma, Sam Leroux, Lisa Landuyt, Nick Witvrouwen, Pieter Simoens
2026	J	`jnl`	Le MuMo JEPA: Multi-Modal Self-Supervised Representation Learning with Learnable Fusion Tokens. CoRR Ciem Cornelissen, Sam Leroux, Pieter Simoens
2026	J	`jnl`	Securing workers and workspaces: Contextual privacy for vision-based ergonomics. Comput. Vis. Image Underst. Sander De Coninck, Emilio Gamba, Bart Van Doninck, Abdellatif Bey-Temsamani, Thorsten Cardoen, Sam Leroux, Pieter Simoens
2026	J	`jnl`	THDC: Training Hyperdimensional Computing Models with Backpropagation. CoRR Hanne Dejonghe, Sam Leroux
2025	—	`conf`	Adaptive Clustering for Efficient Phenotype Segmentation of UAV Hyperspectral Data. WACV (Workshops) Ciem Cornelissen, Sam Leroux, Pieter Simoens
2025	J	`jnl`	Adaptive Clustering for Efficient Phenotype Segmentation of UAV Hyperspectral Data. CoRR Ciem Cornelissen, Sam Leroux, Pieter Simoens
2025	J	`jnl`	Approximating vision transformers for edge: variational inference and mixed-precision for multi-modal data. Computing Dewant Katare, Sam Leroux, Marijn Janssen, Aaron Yi Ding
2025	J	`jnl`	Computational fairness in adaptive neural networks. Neural Comput. Appl. Sam Leroux, Ciem Cornelissen, Vishisht Sharma, Pieter Simoens
2025	J	`jnl`	Enabling Privacy-Aware AI-Based Ergonomic Analysis. CoRR Sander De Coninck, Emilio Gamba, Bart Van Doninck, Abdellatif Bey-Temsamani, Sam Leroux, Pieter Simoens
2025	—	`conf`	Exploring Correlated Facial Attributes in Text-to-Image Models: Unintended Consequences in Synthetic Face Generation. WACV (Workshops) Sander De Coninck, Sam Leroux, Pieter Simoens
2025	—	`conf`	Hybrid Data Fusion for Low-Cost High-Speed Monitoring in Powder Bed Fusion 3D Printing. ICCAE Brian G. Booth, Sam Leroux, Dries Verhees, Mathieu Vandecasteele, Cyril Blanc, Abdellatif Bey-Temsamani, Wilfried Philips
2025	J	`jnl`	In-Field Mapping of Grape Yield and Quality With Illumination-Invariant Deep Learning. IEEE Internet Things J. Ciem Cornelissen, Sander De Coninck, Axel Willekens, Sam Leroux, Pieter Simoens
2025	J	`jnl`	In-Field Mapping of Grape Yield and Quality with Illumination-Invariant Deep Learning. CoRR Ciem Cornelissen, Sander De Coninck, Axel Willekens, Sam Leroux, Pieter Simoens
2025	A*	`conf`	Learning Task Specifications from Demonstrations as Probabilistic Automata. ICRA Mattijs Baert, Sam Leroux, Pieter Simoens
2025	J	`jnl`	Maximum causal entropy inverse constrained reinforcement learning. Mach. Learn. Mattijs Baert, Pietro Mazzaglia, Sam Leroux, Pieter Simoens
2025	J	`jnl`	Multi-camera detection and tracking for individual broiler monitoring. Comput. Electron. Agric. Thorsten Cardoen, Patricia Soster de Carvalho, Gunther Antonissen, Frank André Maurice Tuyttens, Sam Leroux, Pieter Simoens
2025	J	`jnl`	Predictive Coding-based Deep Neural Network Fine-tuning for Computationally Efficient Domain Adaptation. CoRR Matteo Cardoni, Sam Leroux
2025	J	`jnl`	Privacy-Preserving Computer Vision for Industry: Three Case Studies in Human-Centric Manufacturing. CoRR Sander De Coninck, Emilio Gamba, Bart Van Doninck, Abdellatif Bey-Temsamani, Sam Leroux, Pieter Simoens
2025	J	`jnl`	Rethinking Computing Systems in the Era of Climate Crisis: A Call for a Sustainable Computing Continuum. IEEE Internet Comput. Ella Peltonen, Suzan Bayhan, David Bermbach, Sebastian Buschjäger, Victoria Degeler, Aaron Yi Ding, Özlem Durmaz Incel, Dewant Katare, Mikkel Baun Kjærgaard, Sam Leroux, Toktam Mahmoodi, Zoltán Ádám Mann, Nirvana Meratnia, Andy D. Pimentel, Jan S. Rellermeyer, Etienne Rivière, Dolly Sapra, Gürkan Solmaz, Bram van der Waaij
2024	J	`jnl`	Embedding-based pair generation for contrastive representation learning in audio-visual surveillance data. Frontiers Robotics AI Wei-Cheng Wang, Sander De Coninck, Sam Leroux, Pieter Simoens
2024	—	`conf`	Label Efficient Lifelong Multi-View Broiler Detection. CVPR Workshops Thorsten Cardoen, Sam Leroux, Pieter Simoens
2024	J	`jnl`	Learning Task Specifications from Demonstrations as Probabilistic Automata. CoRR Mattijs Baert, Sam Leroux, Pieter Simoens
2024	—	`conf`	Learning Temporal Task Specifications From Demonstrations. EXTRAAMAS Mattijs Baert, Sam Leroux, Pieter Simoens
2024	—	`conf`	Mitigating Bias Using Model-Agnostic Data Attribution. CVPR Workshops Sander De Coninck, Sam Leroux, Pieter Simoens
2024	J	`jnl`	Mitigating Bias Using Model-Agnostic Data Attribution. CoRR Sander De Coninck, Wei-Cheng Wang, Sam Leroux, Pieter Simoens
2024	—	`conf`	Multi-bit, Black-box Watermarking of Deep Neural Networks in Embedded Applications. CVPR Workshops Sam Leroux, Stijn Vanassche, Pieter Simoens
2024	J	`jnl`	Privacy-preserving visual analysis: training video obfuscation models without sensitive labels. Appl. Intell. Sander De Coninck, Wei-Cheng Wang, Sam Leroux, Pieter Simoens
2024	J	`jnl`	Reward Machine Inference for Robotic Manipulation. CoRR Mattijs Baert, Sam Leroux, Pieter Simoens
2024	—	`conf`	Test-time Specialization of Dynamic Neural Networks. CVPR Workshops Sam Leroux, Dewant Katare, Aaron Yi Ding, Pieter Simoens
2023	J	`jnl`	Inverse reinforcement learning through logic constraint inference. Mach. Learn. Mattijs Baert, Sam Leroux, Pieter Simoens
2023	C	`conf`	Learning Logic Constraints From Demonstration. NeSy Mattijs Baert, Sam Leroux, Pieter Simoens
2023	J	`jnl`	Learning Safety Constraints From Demonstration Using One-Class Decision Trees. CoRR Mattijs Baert, Sam Leroux, Pieter Simoens
2023	J	`jnl`	Maximum Causal Entropy Inverse Constrained Reinforcement Learning. CoRR Mattijs Baert, Pietro Mazzaglia, Sam Leroux, Pieter Simoens
2023	J	`jnl`	Sparse random neural networks for online anomaly detection on sensor nodes. Future Gener. Comput. Syst. Sam Leroux, Pieter Simoens
2022	J	`jnl`	A VM/Containerized Approach for Scaling TinyML Applications. CoRR Meelis Lootus, Kartik Thakore, Sam Leroux, Geert Trooskens, Akshay Sharma, Holly Ly
2022	J	`jnl`	An Opt-in Framework for Privacy Protection in Audio-Based Applications. IEEE Pervasive Comput. Wei-Cheng Wang, Sander De Coninck, Sam Leroux, Pieter Simoens
2022	J	`jnl`	Audio-guided Album Cover Art Generation with Genetic Algorithms. CoRR James Marien, Sam Leroux, Bart Dhoedt, Cedric De Boom
2022	J	`jnl`	Automated training of location-specific edge models for traffic counting. Comput. Electr. Eng. Sam Leroux, Bo Li, Pieter Simoens
2022	J	`jnl`	Iterative Online 3D Reconstruction from RGB Images. Sensors Thorsten Cardoen, Sam Leroux, Pieter Simoens
2022	J	`jnl`	Iterative neural networks for adaptive inference on resource-constrained devices. Neural Comput. Appl. Sam Leroux, Tim Verbelen, Pieter Simoens, Bart Dhoedt
2022	A	`conf`	Multi-branch Neural Networks for Video Anomaly Detection in Adverse Lighting and Weather Conditions. WACV Sam Leroux, Bo Li, Pieter Simoens
2022	J	`jnl`	Selective manipulation of disentangled representations for privacy-aware facial image processing. CoRR Sander De Coninck, Wei-Cheng Wang, Sam Leroux, Pieter Simoens
2022	—	`conf`	TinyMLOps: Operational Challenges for Widespread Edge AI Adoption. IPDPS Workshops Sam Leroux, Pieter Simoens, Meelis Lootus, Kartik Thakore, Akshay Sharma
2022	J	`jnl`	TinyMLOps: Operational Challenges for Widespread Edge AI Adoption. CoRR Sam Leroux, Pieter Simoens, Meelis Lootus, Kartik Thakore, Akshay Sharma
2021	J	`jnl`	Decoupled appearance and motion learning for efficient anomaly detection in surveillance video. Comput. Vis. Image Underst. Bo Li, Sam Leroux, Pieter Simoens
2021	J	`jnl`	Intelligent Frame Selection as a Privacy-Friendlier Alternative to Face Recognition. CoRR Mattijs Baert, Sam Leroux, Pieter Simoens
2021	J	`jnl`	Privacy Aware Person Detection in Surveillance Data. CoRR Sander De Coninck, Sam Leroux, Pieter Simoens
2020	A	`conf`	Anomaly Detection for Autonomous Guided Vehicles using Bayesian Surprise. IROS Ozan Çatal, Sam Leroux, Cedric De Boom, Tim Verbelen, Bart Dhoedt
2020	J	`jnl`	Decoupled Appearance and Motion Learning for Efficient Anomaly Detection in Surveillance Video. CoRR Bo Li, Sam Leroux, Pieter Simoens
2020	J	`jnl`	Training binary neural networks with knowledge transfer. Neurocomputing Sam Leroux, Bert Vankeirsbilck, Tim Verbelen, Pieter Simoens, Bart Dhoedt
2019	J	`jnl`	Asynchronous Spiking Neurons, the Natural Key to Exploit Temporal Sparsity. IEEE J. Emerg. Sel. Topics Circuits Syst. Amirreza Yousefzadeh, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Mina A. Khoei, Sahar Hosseini, Priscila C. Holanda, Sam Leroux, Orlando Moreira, Jonathan Tapson, Bart Dhoedt, Pieter Simoens
2019	—	`conf`	Conversion of Synchronous Artificial Neural Network to Asynchronous Spiking Neural Network using sigma-delta quantization. AICAS Amirreza Yousefzadeh, Sahar Hosseini, Priscila C. Holanda, Sam Leroux, Thilo Werner, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Bart Dhoedt, Pieter Simoens
2019	J	`jnl`	Multi-fidelity deep neural networks for adaptive inference in the internet of multimedia things. Future Gener. Comput. Syst. Sam Leroux, Steven Bohez, Elias De Coninck, Pieter Van Molle, Bert Vankeirsbilck, Tim Verbelen, Pieter Simoens, Bart Dhoedt
2018	J	`jnl`	DIANNE: a modular framework for designing, training and deploying deep neural networks on heterogeneous distributed infrastructure. J. Syst. Softw. Elias De Coninck, Steven Bohez, Sam Leroux, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt
2018	B	`conf`	Fingerprinting encrypted network traffic types using machine learning. NOMS Sam Leroux, Steven Bohez, Pieter-Jan Maenhaut, Nathan Meheus, Pieter Simoens, Bart Dhoedt
2018	J	`jnl`	IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image Classification. CoRR Sam Leroux, Pavlo Molchanov, Pieter Simoens, Bart Dhoedt, Thomas M. Breuel, Jan Kautz
2018	—	`conf`	IamNN: Iterative and Adaptive Mobile Neural Network for efficient image classification. ICLR (Workshop) Sam Leroux, Pavlo Molchanov, Pieter Simoens, Bart Dhoedt, Thomas M. Breuel, Jan Kautz
2018	J	`jnl`	Improving Generalization for Abstract Reasoning Tasks Using Disentangled Feature Representations. CoRR Xander Steenbrugge, Sam Leroux, Tim Verbelen, Bart Dhoedt
2018	J	`jnl`	Privacy Aware Offloading of Deep Neural Networks. CoRR Sam Leroux, Tim Verbelen, Pieter Simoens, Bart Dhoedt
2017	J	`jnl`	Decoupled Learning of Environment Characteristics for Safe Exploration. CoRR Pieter Van Molle, Tim Verbelen, Steven Bohez, Sam Leroux, Pieter Simoens, Bart Dhoedt
2017	J	`jnl`	The cascading neural network: building the Internet of Smart Things. Knowl. Inf. Syst. Sam Leroux, Steven Bohez, Elias De Coninck, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt
2017	J	`jnl`	Transfer Learning with Binary Neural Networks. CoRR Sam Leroux, Steven Bohez, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt
2016	J	`jnl`	Efficiency Evaluation of Character-level RNN Training Schedules. CoRR Cedric De Boom, Sam Leroux, Steven Bohez, Pieter Simoens, Thomas Demeester, Bart Dhoedt
2016	J	`jnl`	Lazy Evaluation of Convolutional Filters. CoRR Sam Leroux, Steven Bohez, Cedric De Boom, Elias De Coninck, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt
2016	—	`conf`	Middleware Platform for Distributed Applications Incorporating Robots, Sensors and the Cloud. CloudNet Elias De Coninck, Steven Bohez, Sam Leroux, Tim Verbelen, Bert Vankeirsbilck, Bart Dhoedt, Pieter Simoens
2016	B	`conf`	Multi-fidelity matryoshka neural networks for constrained IoT devices. IJCNN Sam Leroux, Steven Bohez, Elias De Coninck, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt
2015	—	`conf`	Combining Collaborative Filtering and Search Engine into Hybrid News Recommendations. INRA@RecSys Toon De Pessemier, Sam Leroux, Kris Vanhecke, Luc Martens
2015	—	`conf`	DIANNE: Distributed Artificial Neural Networks for the Internet of Things. M4IoT@Middleware Elias De Coninck, Tim Verbelen, Bert Vankeirsbilck, Steven Bohez, Sam Leroux, Pieter Simoens
2015	B	`conf`	Resource-constrained classification using a cascade of neural network layers. IJCNN Sam Leroux, Steven Bohez, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt