| 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 | 1134 | 2019 |
| Generalizing to unseen domains via distribution matching I Albuquerque, J Monteiro, M Darvishi, TH Falk, I Mitliagkas arXiv preprint arXiv:1911.00804, 2019 | 184* | 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 | 82 | 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 | 73 | 2019 |
| 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 | 49 | 2019 |
| 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 | 45 | 2020 |
| 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 | 39 | 2020 |
| 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 | 36 | 2021 |
| Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch J Monteiro, I Albuquerque, Z Akhtar, TH Falk arXiv preprint arXiv:1802.07770, 2018 | 33 | 2018 |
| 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 | 32 | 2020 |
| 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 | 28 | 2022 |
| Generative models improve fairness of medical classifiers under distribution shifts I Ktena, O Wiles, I Albuquerque, SA Rebuffi, R Tanno, AG Roy, S Azizi, ... Nature Medicine, 1-8, 2024 | 25 | 2024 |
| 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 | 23 | 2021 |
| 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 | 21 | 2018 |
| 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 | 20 | 2019 |
| 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 | 18 | 2016 |
| 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 | 17 | 2019 |
| 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 | 17 | 2016 |
| 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 | 14 | 2020 |
| 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 | 14 | 2019 |
Tiago H. FalkProfessor, INRS-EMT, University of QuebecVerified email at emt.inrs.ca
