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François Laviolette

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Multinational Address Parsing: A Zero-Shot Evaluation

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Dec 07, 2021
Marouane Yassine, David Beauchemin, François Laviolette, Luc Lamontagne

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Learning Aggregations of Binary Activated Neural Networks with Probabilities over Representations

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Oct 29, 2021
Louis Fortier-Dubois, Gaël Letarte, Benjamin Leblanc, François Laviolette, Pascal Germain

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How to Certify Machine Learning Based Safety-critical Systems? A Systematic Literature Review

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Aug 03, 2021
Florian Tambon, Gabriel Laberge, Le An, Amin Nikanjam, Paulina Stevia Nouwou Mindom, Yann Pequignot, Foutse Khomh, Giulio Antoniol, Ettore Merlo, François Laviolette

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Implicit Variational Inference: the Parameter and the Predictor Space

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Oct 24, 2020
Yann Pequignot, Mathieu Alain, Patrick Dallaire, Alireza Yeganehparast, Pascal Germain, Josée Desharnais, François Laviolette

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Leveraging Subword Embeddings for Multinational Address Parsing

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Jun 29, 2020
Marouane Yassine, David Beauchemin, François Laviolette, Luc Lamontagne

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Unsupervised Domain Adversarial Self-Calibration for Electromyographic-based Gesture Recognition

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Dec 21, 2019
Ulysse Côté-Allard, Gabriel Gagnon-Turcotte, Angkoon Phinyomark, Kyrre Glette, Erik Scheme, François Laviolette, Benoit Gosselin

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Virtual Reality to Study the Gap Between Offline and Real-Time EMG-based Gesture Recognition

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Dec 16, 2019
Ulysse Côté-Allard, Gabriel Gagnon-Turcotte, Angkoon Phinyomark, Kyrre Glette, Erik Scheme, François Laviolette, Benoit Gosselin

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Interpreting Deep Learning Features for Myoelectric Control: A Comparison with Handcrafted Features

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Nov 30, 2019
Ulysse Côté-Allard, Evan Campbell, Angkoon Phinyomark, François Laviolette, Benoit Gosselin, Erik Scheme

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Dichotomize and Generalize: PAC-Bayesian Binary Activated Deep Neural Networks

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May 29, 2019
Gaël Letarte, Pascal Germain, Benjamin Guedj, François Laviolette

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Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning

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Jun 12, 2018
Ulysse Côté-Allard, Cheikh Latyr Fall, Alexandre Drouin, Alexandre Campeau-Lecours, Clément Gosselin, Kyrre Glette, François Laviolette, Benoit Gosselin

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