Sam Leroux

发表

Combining Collaborative Filtering and Search Engine into Hybrid News Recommendations

Toon De Pessemier, Kris Vanhecke, Luc Martens, 2015, INRA@RecSys.

Transfer Learning with Binary Neural Networks pdf

Steven Bohez, Tim Verbelen, Pieter Simoens, 2017, NIPS 2017.

Intelligent Frame Selection as a Privacy-Friendlier Alternative to Face Recognition pdf

Pieter Simoens, Sam Leroux, Mattijs Baert, 2021, ArXiv.

Middleware Platform for Distributed Applications Incorporating Robots, Sensors and the Cloud

Steven Bohez, Tim Verbelen, Pieter Simoens, 2016, 2016 5th IEEE International Conference on Cloud Networking (Cloudnet).

Training binary neural networks with knowledge transfer

Tim Verbelen, Pieter Simoens, Bart Dhoedt, 2020, Neurocomputing.

DIANNE: a modular framework for designing, training and deploying deep neural networks on heterogeneous distributed infrastructure

Steven Bohez, Tim Verbelen, Pieter Simoens, 2018, J. Syst. Softw..

Lazy Evaluation of Convolutional Filters pdf

Steven Bohez, Tim Verbelen, Pieter Simoens, 2016, ICML 2016.

Improving Generalization for Abstract Reasoning Tasks Using Disentangled Feature Representations pdf

Tim Verbelen, Bart Dhoedt, Sam Leroux, 2018, NIPS 2018.

Multi-fidelity matryoshka neural networks for constrained IoT devices

Steven Bohez, Tim Verbelen, Pieter Simoens, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Privacy Aware Offloading of Deep Neural Networks pdf

Tim Verbelen, Pieter Simoens, Bart Dhoedt, 2018, ICML 2018.

Using a Cascade of Neural Network Layers

Steven Bohez, Tim Verbelen, Pieter Simoens, 2015 .

Asynchronous Spiking Neurons, the Natural Key to Exploit Temporal Sparsity

Bernabe Linares-Barranco, Pieter Simoens, Bart Dhoedt, 2019, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

Resource-constrained classification using a cascade of neural network layers

Steven Bohez, Tim Verbelen, Pieter Simoens, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

Conversion of Synchronous Artificial Neural Network to Asynchronous Spiking Neural Network using sigma-delta quantization

Bernabé Linares-Barranco, Pieter Simoens, Bart Dhoedt, 2019, 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS).

The cascading neural network: building the Internet of Smart Things

Steven Bohez, Tim Verbelen, Pieter Simoens, 2017, Knowledge and Information Systems.

Efficiency Evaluation of Character-level RNN Training Schedules pdf

Thomas Demeester, Steven Bohez, Pieter Simoens, 2016, ICML 2016.

Robot navigation using a variational dynamics model for state estimation and robust control

Steven Bohez, Tim Verbelen, Pieter Simoens, 2018, NIPS 2018.

IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image Classification pdf

Pavlo Molchanov, Jan Kautz, Pieter Simoens, 2018, ICLR.

Fingerprinting encrypted network traffic types using machine learning

Steven Bohez, Pieter Simoens, Bart Dhoedt, 2018, NOMS 2018 - 2018 IEEE/IFIP Network Operations and Management Symposium.

DIANNE: Distributed Artificial Neural Networks for the Internet of Things

Steven Bohez, Tim Verbelen, Pieter Simoens, 2015, M4IoT@Middleware.

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

Steven Bohez, Tim Verbelen, Pieter Simoens, 2019, Future Gener. Comput. Syst..

Decoupled Learning of Environment Characteristics for Safe Exploration pdf

Steven Bohez, Tim Verbelen, Pieter Simoens, 2017, ICML 2017.

Decoupled Appearance and Motion Learning for Efficient Anomaly Detection in Surveillance Video

Pieter Simoens, Sam Leroux, Bo Li, 2020, Comput. Vis. Image Underst..

Privacy Aware Person Detection in Surveillance Data pdf

Pieter Simoens, Sam Leroux, Sander De Coninck, 2021, ArXiv.