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Picture for Severine Dubuisson

Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification


Dec 04, 2020
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, Isabelle Bloch

* 12 pages 

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One Versus all for deep Neural Network Incertitude (OVNNI) quantification


Jun 01, 2020
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, Isabelle Bloch


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TRADI: Tracking deep neural network weight distributions


Dec 26, 2019
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, Isabelle Bloch


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DBN-Based Combinatorial Resampling for Articulated Object Tracking


Oct 16, 2012
Severine Dubuisson, Christophe Gonzales, Xuan Son NGuyen

* Appears in Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence (UAI2012) 

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