Publications
3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding.
Lorenzo Pellegrini,
Chenchen Zhu,
Fanyi Xiao,
Zhicheng Yan,
Antonio Carta,
Matthias De Lange,
Vincenzo Lomonaco,
Roshan Sumbaly,
Pau Rodriguez,
David Vazquez. At
ArXiv,
2022.
Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark.
Alexandre Lacoste,
Hannah Kerner,
Hamed Alemohammad,
Björn Lütjens,
Jeremy Irvin,
David Dao,
Alex Chang,
Mehmet Gunturkun,
Alexandre Drouin,
Pau Rodriguez,
David Vazquez,
Evan D. Sherwin. At
Workshop at the Neural Information Processing Systems (NeurIPS),
2021.
Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning.
Massimo Caccia,
Pau Rodriguez,
Oleksiy Ostapenko,
Fabrice Normandin,
Min Lin,
Lucas Caccia,
Issam H. Laradji,
Irina Rish,
Alexandre Lacoste,
David Vazquez,
Laurent Charlin. At
Conference on Neural Information Processing Systems (NeurIPS),
2020.
Synbols: Probing Learning Algorithms with Synthetic Datasets.
Alexandre Lacoste,
Pau Rodriguez,
Frederic Branchaud,
Parmida Atighhehchian,
Massimo Caccia,
Issam H. Laradji,
Alexandre Drouin,
Matt Craddock,
Laurent Charlin,
David Vazquez. At
Conference on Neural Information Processing Systems (NeurIPS),
2020.
CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions.
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 H. Laradji,
Davide Maltoni. At
Artificial Intelligence Journal,
2020.
Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning.
Massimo Caccia,
Pau Rodriguez,
Oleksiy Ostapenko,
Fabrice Normandin,
Min Lin,
Lucas Caccia,
Issam H. Laradji,
Irina Rish,
Alexandre Lacoste,
David Vazquez,
Laurent Charlin. At
Workshop at the Conference on Computer Vision and Pattern Recognition (CVPR),
2020.
Synbols: Probing Learning Algorithms with Synthetic Datasets.
Alexandre Lacoste,
Pau Rodriguez,
Frédéric Branchaud-Charron,
Parmida Atighhehchian,
Massimo Caccia,
Issam H. Laradji,
Alexandre Drouin,
Matt Craddock,
Laurent Charlin,
David Vazquez. At
Montreal AI Symposium (MAIS),
2018.