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Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-based Multimodal Fusion

Jun 07, 2021
Baptiste Pouthier, Laurent Pilati, Leela K. Gudupudi, Charles Bouveyron, Frederic Precioso


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Revisiting Deep Architectures for Head Motion Prediction in 360° Videos

Nov 26, 2019
Miguel Fabian Romero Rondon, Lucile Sassatelli, Ramon Aparicio Pardo, Frederic Precioso

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Adaptive Bayesian Linear Regression for Automated Machine Learning

Apr 18, 2019
Weilin Zhou, Frederic Precioso

* Added references;Corrected typos.Revised argument,results unchanged 

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Adversarial Active Learning for Deep Networks: a Margin Based Approach

Feb 27, 2018
Melanie Ducoffe, Frederic Precioso

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QBDC: Query by dropout committee for training deep supervised architecture

Nov 26, 2015
Melanie Ducoffe, Frederic Precioso

* Submitted to ICLR2016 

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Assessment of algorithms for mitosis detection in breast cancer histopathology images

Nov 21, 2014
Mitko Veta, Paul J. van Diest, Stefan M. Willems, Haibo Wang, Anant Madabhushi, Angel Cruz-Roa, Fabio Gonzalez, Anders B. L. Larsen, Jacob S. Vestergaard, Anders B. Dahl, Dan C. Cireşan, Jürgen Schmidhuber, Alessandro Giusti, Luca M. Gambardella, F. Boray Tek, Thomas Walter, Ching-Wei Wang, Satoshi Kondo, Bogdan J. Matuszewski, Frederic Precioso, Violet Snell, Josef Kittler, Teofilo E. de Campos, Adnan M. Khan, Nasir M. Rajpoot, Evdokia Arkoumani, Miangela M. Lacle, Max A. Viergever, Josien P. W. Pluim

* 23 pages, 5 figures, accepted for publication in the journal Medical Image Analysis 

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