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Synbols: Probing Learning Algorithms with Synthetic Datasets

Sep 14, 2020
Alexandre Lacoste, Pau Rodríguez, Frédéric Branchaud-Charron, Parmida Atighehchian, Massimo Caccia, Issam Laradji, Alexandre Drouin, Matt Craddock, Laurent Charlin, David Vázquez

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CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions

Sep 14, 2020
Vincenzo Lomonaco, Lorenzo Pellegrini, Pau Rodriguez, Massimo Caccia, Qi She, Yu Chen, Quentin Jodelet, Ruiping Wang, Zheda Mai, David Vazquez, German I. Parisi, Nikhil Churamani, Marc Pickett, Issam Laradji, Davide Maltoni

* Pre-print v1: 12 pages, 3 figures, 8 tables 

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Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning

Mar 12, 2020
Massimo Caccia, Pau Rodriguez, Oleksiy Ostapenko, Fabrice Normandin, Min Lin, Lucas Caccia, Issam Laradji, Irina Rish, Alexande Lacoste, David Vazquez, Laurent Charlin

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Online Learned Continual Compression with Stacked Quantization Module

Nov 19, 2019
Lucas Caccia, Eugene Belilovsky, Massimo Caccia, Joelle Pineau

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Online Continual Learning with Maximally Interfered Retrieval

Aug 23, 2019
Rahaf Aljundi, Lucas Caccia, Eugene Belilovsky, Massimo Caccia, Min Lin, Laurent Charlin, Tinne Tuytelaars

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Language GANs Falling Short

Nov 08, 2018
Massimo Caccia, Lucas Caccia, William Fedus, Hugo Larochelle, Joelle Pineau, Laurent Charlin

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Option Pricing and Hedging for Discrete Time Autoregressive Hidden Markov Model

Jul 07, 2017
Massimo Caccia, Bruno RĂ©millard

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Adaptive Experimental Design for Path-following Performance Assessment of Unmanned Vehicles

Nov 14, 2016
Eleonora Saggini, Eva Riccomagno, Massimo Caccia, Henry P. Wynn

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