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pro vyhledávání: '"Freour, Thomas"'
An important limitation to the development of AI-based solutions for In Vitro Fertilization (IVF) is the black-box nature of most state-of-the-art models, due to the complexity of deep learning architectures, which raises potential bias and fairness
Externí odkaz:
http://arxiv.org/abs/2205.06546
Autor:
Gomez, Tristan, Feyeux, Magalie, Normand, Nicolas, David, Laurent, Paul-Gilloteaux, Perrine, Fréour, Thomas, Mouchère, Harold
An important limitation to the development of Artificial Intelligence (AI)-based solutions for In Vitro Fertilization (IVF) is the absence of a public reference benchmark to train and evaluate deep learning (DL) models. In this work, we describe a fu
Externí odkaz:
http://arxiv.org/abs/2203.00531
Due to the black-box nature of deep learning models, there is a recent development of solutions for visual explanations of CNNs. Given the high cost of user studies, metrics are necessary to compare and evaluate these different methods. In this paper
Externí odkaz:
http://arxiv.org/abs/2201.13291
Autor:
Sokol, Piotr, Clua, Elisabet, Pons, María Carme, García, Sandra, Racca, Annalisa, Freour, Thomas, Polyzos, Nikolaos P
Publikováno v:
In Reproductive BioMedicine Online July 2024 49(1)
The prevalence of employing attention mechanisms has brought along concerns on the interpretability of attention distributions. Although it provides insights about how a model is operating, utilizing attention as the explanation of model predictions
Externí odkaz:
http://arxiv.org/abs/2106.02566
Autor:
Lefebvre, Tiphaine, Campas, Manon, Matta, Komodo, Ouzia, Sadia, Guitton, Yann, Duval, Gauthier, Ploteau, Stéphane, Marchand, Philippe, Le Bizec, Bruno, Freour, Thomas, Antignac, Jean-Philippe, de Tullio, Pascal, Cano-Sancho, German
Publikováno v:
In Science of the Total Environment 25 March 2024 918
Publikováno v:
In Current Opinion in Genetics & Development December 2023 83
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Publikováno v:
In Pattern Recognition December 2022 132
Autor:
LOUBERSAC, Sophie, INQUEL, Anaïs, LEFEBVRE, Tiphaine, LAMMERS, Jenna, BARRIERE, Paul, FREOUR, Thomas, REIGNIER, Arnaud
Publikováno v:
In Journal of Gynecology Obstetrics and Human Reproduction September 2022 51(7)