Zobrazeno 1 - 10
of 2 175
pro vyhledávání: '"Péquignot A"'
Autor:
Carroy, Raphaël, Pequignot, Yann
We prove that continuous reducibility is a well-quasi-order on the class of continuous functions between separable metrizable spaces with analytic zero-dimensional domain. To achieve this, we define scattered functions, which generalize scattered spa
Externí odkaz:
http://arxiv.org/abs/2410.13150
Since the seminal paper of Hendrycks et al. arXiv:1610.02136, Post-hoc deep Out-of-Distribution (OOD) detection has expanded rapidly. As a result, practitioners working on safety-critical applications and seeking to improve the robustness of a neural
Externí odkaz:
http://arxiv.org/abs/2407.07135
Autor:
Nokabadi, Fatemeh Nourilenjan, Pequignot, Yann Batiste, Lalonde, Jean-Francois, Gagné, Christian
Object trackers with transformer backbones have achieved robust performance on visual object tracking datasets. However, the adversarial robustness of these trackers has not been well studied in the literature. Due to the backbone differences, the ad
Externí odkaz:
http://arxiv.org/abs/2407.03946
Despite extensive research on adversarial training strategies to improve robustness, the decisions of even the most robust deep learning models can still be quite sensitive to imperceptible perturbations, creating serious risks when deploying them fo
Externí odkaz:
http://arxiv.org/abs/2406.18451
Autor:
Sahoo, Sabyasachi, ElAraby, Mostafa, Ngnawe, Jonas, Pequignot, Yann, Precioso, Frederic, Gagne, Christian
Test Time Adaptation (TTA) addresses the problem of distribution shift by enabling pretrained models to learn new features on an unseen domain at test time. However, it poses a significant challenge to maintain a balance between learning new features
Externí odkaz:
http://arxiv.org/abs/2404.03784
Deep neural networks (DNNs) often fail silently with over-confident predictions on out-of-distribution (OOD) samples, posing risks in real-world deployments. Existing techniques predominantly emphasize either the feature representation space or the g
Externí odkaz:
http://arxiv.org/abs/2312.14427
Autor:
Frédéric Marty, Julien Péquignot
Publikováno v:
TV Series, Vol 23 (2024)
This article examines the ethical function of a narrative arc in Un Si Grand Soleil from two angles. On the one hand, the question is raised as to whether a narrative structuring can have the function/result of proposing a public space conducive to s
Externí odkaz:
https://doaj.org/article/272862933e714ff09b15b08ee863fc58
Autor:
Laberge, Gabriel, Pequignot, Yann
Shapley values are ubiquitous in interpretable Machine Learning due to their strong theoretical background and efficient implementation in the SHAP library. Computing these values previously induced an exponential cost with respect to the number of i
Externí odkaz:
http://arxiv.org/abs/2209.15123
Autor:
Stéphane Péquignot
Publikováno v:
Edad Media, Iss 25 (2024)
A partir de siete crónicas escritas en Sicilia y en la Corona de Aragón entre finales del siglo XIII y el segundo tercio del siglo XIV, este artículo examina cómo los cronistas incluyen la labor diplomática, las negociaciones y los actos conduce
Externí odkaz:
https://doaj.org/article/b4bb13aae8e0422cb927a6cbc72bebfa
Autor:
Reynette, Nathan, Sagnières, Luc, Pequignot, Benjamin, Levy, Bruno, Zuily, Stephane, Chenuel, Bruno, Birnbaum, Ron, Sandoz, Baptiste, Lescroart, Mickael
Publikováno v:
In Resuscitation October 2024 203