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

Jan 27, 2021
Mattijs Baert, Sam Leroux, Pieter Simoens

* accepted for AAAI 2021 Workshop on Privacy-Preserving Artificial Intelligence (PPAI-21) 

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

Nov 12, 2020
Bo Li, Sam Leroux, Pieter Simoens

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Improving Generalization for Abstract Reasoning Tasks Using Disentangled Feature Representations

Nov 12, 2018
Xander Steenbrugge, Sam Leroux, Tim Verbelen, Bart Dhoedt

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Privacy Aware Offloading of Deep Neural Networks

May 30, 2018
Sam Leroux, Tim Verbelen, Pieter Simoens, Bart Dhoedt

* ICML 2018 Privacy in Machine Learning and Artificial Intelligence workshop 

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

Apr 26, 2018
Sam Leroux, Pavlo Molchanov, Pieter Simoens, Bart Dhoedt, Thomas Breuel, Jan Kautz

* ICLR 2018 Workshop track 

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Transfer Learning with Binary Neural Networks

Nov 29, 2017
Sam Leroux, Steven Bohez, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt

* Machine Learning on the Phone and other Consumer Devices, NIPS2017 Workshop 

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Decoupled Learning of Environment Characteristics for Safe Exploration

Aug 09, 2017
Pieter Van Molle, Tim Verbelen, Steven Bohez, Sam Leroux, Pieter Simoens, Bart Dhoedt

* 4 pages, 4 figures, ICML 2017 workshop on Reliable Machine Learning in the Wild 

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Lazy Evaluation of Convolutional Filters

May 27, 2016
Sam Leroux, Steven Bohez, Cedric De Boom, Elias De Coninck, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt

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Efficiency Evaluation of Character-level RNN Training Schedules

May 09, 2016
Cedric De Boom, Sam Leroux, Steven Bohez, Pieter Simoens, Thomas Demeester, Bart Dhoedt

* 3 pages, 3 figures 

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