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Isabela Albuquerque
Isabela Albuquerque
Senior Research Scientist, Google 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
9912019
Generalizing to unseen domains via distribution matching
I Albuquerque, J Monteiro, M Darvishi, TH Falk, I Mitliagkas
arXiv preprint arXiv:1911.00804, 2019
154*2019
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
692019
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
682019
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
442019
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
402020
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
352020
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
312021
Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch
J Monteiro, I Albuquerque, Z Akhtar, TH Falk
arXiv preprint arXiv:1802.07770, 2018
282018
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
252020
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
192018
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
192016
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
182019
Single-shot real-time compressed ultrahigh-speed imaging enabled by a snapshot-to-video autoencoder
X Liu, J Monteiro, I Albuquerque, Y Lai, C Jiang, S Zhang, TH Falk, ...
Photonics Research 9 (12), 2464-2474, 2021
172021
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
172016
Discovering bugs in vision models using off-the-shelf image generation and captioning
O Wiles, I Albuquerque, S Gowal
arXiv preprint arXiv:2208.08831, 2022
152022
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
152019
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
142019
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
132020
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
132019
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