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of 1 343
pro vyhledávání: '"Lioi A"'
Autor:
Bendou, Yassir, Lioi, Giulia, Pasdeloup, Bastien, Mauch, Lukas, Hacene, Ghouthi Boukli, Cardinaux, Fabien, Gripon, Vincent
We consider the problem of zero-shot one-class visual classification, extending traditional one-class classification to scenarios where only the label of the target class is available. This method aims to discriminate between positive and negative qu
Externí odkaz:
http://arxiv.org/abs/2404.00675
In the context of Brain-Computer Interfaces, we propose an adaptive method that reaches offline performance level while being usable online without requiring supervision. Interestingly, our method does not require retraining the model, as it consists
Externí odkaz:
http://arxiv.org/abs/2403.15438
Autor:
Bendou, Yassir, Gripon, Vincent, Pasdeloup, Bastien, Lioi, Giulia, Mauch, Lukas, Cardinaux, Fabien, Hacene, Ghouthi Boukli
In the realm of few-shot learning, foundation models like CLIP have proven effective but exhibit limitations in cross-domain robustness especially in few-shot settings. Recent works add text as an extra modality to enhance the performance of these mo
Externí odkaz:
http://arxiv.org/abs/2311.14544
Autor:
Ouahidi, Yassine El, Gripon, Vincent, Pasdeloup, Bastien, Bouallegue, Ghaith, Farrugia, Nicolas, Lioi, Giulia
We propose EEG-SimpleConv, a straightforward 1D convolutional neural network for Motor Imagery decoding in BCI. Our main motivation is to propose a simple and performing baseline to compare to, using only very standard ingredients from the literature
Externí odkaz:
http://arxiv.org/abs/2309.07159
Autor:
Sara Taylor, Seerat Sachdeva, Sandra Darling, Kayela Arrotta, Lisa Gallagher, Alexis Supan, Gabrielle Shipta, Jim Perko, Judi Bar, Joe James, Iris Petschek, Anthony Lioi, Suman Kundu, Lisa Ellison, Lynn M. Bekris, Belinda Willard, Naseer Sangwan, Ignacio Mata, Hubert Fernandez, Irene Katzan, Devon Conway, Jagan Pillai, James Leverenz, Robyn M. Busch, Darlene Floden, Robert Saper, John Barnard, Andre Machado, Imad Najm, Vineet Punia
Publikováno v:
Neurological Research and Practice, Vol 6, Iss 1, Pp 1-9 (2024)
Abstract Introduction Given the prevalence and staggering cost of neurological disorders, there is dire need for effective early detection and intervention tools. Emerging evidence suggests that multidisciplinary lifestyle interventions (MLI) may mit
Externí odkaz:
https://doaj.org/article/d098fa6f801b42dfb525f8e5974a3bf3
The field of visual few-shot classification aims at transferring the state-of-the-art performance of deep learning visual systems onto tasks where only a very limited number of training samples are available. The main solution consists in training a
Externí odkaz:
http://arxiv.org/abs/2301.06372
Autor:
Felipe Martins Lioi, Marcela Antonini, Henrique Ciabotti Elias, Daniel de Macedo Rocha, Elizabete Melo Montanari Fedocci, Elucir Gir, Renata Karina Reis
Publikováno v:
Acta Paulista de Enfermagem, Vol 38 (2024)
Resumo Objetivo Analisar as evidências de validade de conteúdo de um website sobre prevenção combinada do HIV pela população geral. Métodos Trata-se de um estudo de validação de conteúdo educativo de um website sobre prevenção combinada d
Externí odkaz:
https://doaj.org/article/6b6ffac673ec434384fd411237f60b2b
Autor:
Ouahidi, Yassine El, Drumetz, Lucas, Lioi, Giulia, Farrugia, Nicolas, Pasdeloup, Bastien, Gripon, Vincent
BCI Motor Imagery datasets usually are small and have different electrodes setups. When training a Deep Neural Network, one may want to capitalize on all these datasets to increase the amount of data available and hence obtain good generalization res
Externí odkaz:
http://arxiv.org/abs/2211.02624
Autor:
Michael Lioi
Publikováno v:
Confluenze, Vol 16, Iss 1, Pp 77-96 (2024)
The abolition of slavery in the French colonies generates a new flow of migration from Asia. Several Indian migrants reach the coasts of the Antilles as contract laborers in the sugarcane fields. In the archipelago they suffer from the violence of Eu
Externí odkaz:
https://doaj.org/article/0dc2c4413b8f41428a6ac60fc7e26870
Autor:
A. Lioi, M. Bassani
Publikováno v:
Transportation Engineering, Vol 17, Iss , Pp 100263- (2024)
Driver distraction is one of the main causes of road crashes worldwide, with a relevant number of collisions, some fatal, especially among middle-aged drivers. In 2019, the European Regulation EU 2019/2144 mandated the installation of Advanced Driver
Externí odkaz:
https://doaj.org/article/f59a34c5f59942f9ad2d1d4c854bd558