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Isabela Albuquerque
Isabela Albuquerque
Research Scientist, DeepMind
Verified email at deepmind.com
Title
Cited by
Cited by
Year
Deep learning-based electroencephalography analysis: a systematic review
Y Roy, H Banville, I Albuquerque, A Gramfort, TH Falk, J Faubert
arXiv preprint arXiv:1901.05498, 2019
5732019
Generalizing to unseen domains via distribution matching
I Albuquerque, J Monteiro, M Darvishi, TH Falk, I Mitliagkas
arXiv preprint arXiv:1911.00804, 2019
65*2019
Multi-objective training of Generative Adversarial Networks with multiple discriminators
I Albuquerque, J Monteiro, T Doan, B Considine, T Falk, I Mitliagkas
Proceedings of the 36th International Conference on Machine Learning (ICML 2019), 2019
372019
On-line adaptative curriculum learning for gans
T Doan, J Monteiro, I Albuquerque, B Mazoure, A Durand, J Pineau, ...
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3470-3477, 2019
322019
Self-supervised representation learning from electroencephalography signals
H Banville, I Albuquerque, G Moffat, DA Engemann, A Hyvärinen, ...
2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019
302019
Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch
J Monteiro, I Albuquerque, Z Akhtar, TH Falk
arXiv preprint arXiv:1802.07770, 2018
222018
Improving out-of-distribution generalization via multi-task self-supervised pretraining
I Albuquerque, N Naik, J Li, N Keskar, R Socher
arXiv preprint arXiv:2003.13525, 2020
182020
Optimizing multi-plateau functions with FSS-SAR (Stagnation Avoidance Routine)
JB Monteiro Filho, IMC de Albuquerque, FB de Lima Neto, FVS Ferreira
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-7, 2016
182016
Solving assembly line balancing problems with fish school search algorithm
IMC de Albuquerque, J Monteiro Filho, FB de Lima Neto, ...
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016
152016
WAUC: a multi-modal database for mental workload assessment under physical activity
I Albuquerque, A Tiwari, M Parent, R Cassani, JF Gagnon, D Lafond, ...
Frontiers in Neuroscience 14, 2020
132020
Multi-scale heart beat entropy measures for mental workload assessment of ambulant users
A Tiwari, I Albuquerque, M Parent, JF Gagnon, D Lafond, S Tremblay, ...
Entropy 21 (8), 783, 2019
112019
Improved search mechanisms for the fish school search algorithm
IMC Albuquerque, FBL Neto, FVS Ferreira
International Conference on Intelligent Systems Design and Applications, 362-371, 2016
112016
Adaptive filtering for improved eeg-based mental workload assessment of ambulant users
O Rosanne, I Albuquerque, R Cassani, JF Gagnon, S Tremblay, TH Falk
Frontiers in Neuroscience 15, 611962, 2021
102021
Pass: a multimodal database of physical activity and stress for mobile passive body/brain-computer interface research
M Parent, I Albuquerque, A Tiwari, R Cassani, JF Gagnon, D Lafond, ...
Frontiers in Neuroscience 14, 542934, 2020
102020
On the analysis of EEG features for mental workload assessment during physical activity
I Albuquerque, A Tiwari, JF Gagnon, D Lafond, M Parent, S Tremblay, ...
2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2018
102018
An end-to-end approach for the verification problem: learning the right distance
J Monteiro, I Albuquerque, J Alam, RD Hjelm, T Falk
Proceedings of the 37th International Conference on Machine Learning (ICML 2020), 2020
92020
EEG coupling features: Towards mental workload measurement based on wearables
A Drouin-Picaro, I Albuquerque, JF Gagnon, D Lafond, TH Falk
2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 28-33, 2017
92017
A multimodal approach to improve the robustness of physiological stress prediction during physical activity
M Parent, A Tiwari, I Albuquerque, JF Gagnon, D Lafond, S Tremblay, ...
2019 IEEE International Conference on Systems, Man and Cybernetics (SMC …, 2019
72019
Performance comparison of automated eeg enhancement algorithms for mental workload assessment of ambulant users
O Rosanne, I Albuquerque, JF Gagnon, S Tremblay, TH Falk
2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 61-64, 2019
72019
Cross-subject statistical shift estimation for generalized electroencephalography-based mental workload assessment
I Albuquerque, J Monteiro, O Rosanne, A Tiwari, JF Gagnon, TH Falk
2019 IEEE International Conference on Systems, Man and Cybernetics (SMC …, 2019
62019
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