Zobrazeno 1 - 10
of 1 545
pro vyhledávání: '"González-Jimenez A"'
Autor:
Matez-Bandera, Jose-Luis, Ojeda, Pepe, Monroy, Javier, Gonzalez-Jimenez, Javier, Ruiz-Sarmiento, Jose-Raul
Robots in human-centered environments require accurate scene understanding to perform high-level tasks effectively. This understanding can be achieved through instance-aware semantic mapping, which involves reconstructing elements at the level of ind
Externí odkaz:
http://arxiv.org/abs/2411.08727
Autor:
Gröger, Fabian, Gottfrois, Philippe, Amruthalingam, Ludovic, Gonzalez-Jimenez, Alvaro, Lionetti, Simone, Soenksen-Martinez, Luis R., Navarini, Alexander A., Pouly, Marc
The growing demand for accurate and equitable AI models in digital dermatology faces a significant challenge: the lack of diverse, high-quality labeled data. In this work, we investigate the potential of domain-specific foundation models for dermatol
Externí odkaz:
http://arxiv.org/abs/2411.05514
Autor:
Gottfrois, Philippe, Gröger, Fabian, Andriambololoniaina, Faly Herizo, Amruthalingam, Ludovic, Gonzalez-Jimenez, Alvaro, Hsu, Christophe, Kessy, Agnes, Lionetti, Simone, Mavura, Daudi, Ng'ambi, Wingston, Ngongonda, Dingase Faith, Pouly, Marc, Rakotoarisaona, Mendrika Fifaliana, Rabenja, Fahafahantsoa Rapelanoro, Traoré, Ibrahima, Navarini, Alexander A.
Publikováno v:
Medical Image Computing and Computer Assisted Intervention -- MICCAI 2024, MICCAI 2024, Lecture Notes in Computer Science, vol. 15003, Springer, Cham
Africa faces a huge shortage of dermatologists, with less than one per million people. This is in stark contrast to the high demand for dermatologic care, with 80% of the paediatric population suffering from largely untreated skin conditions. The int
Externí odkaz:
http://arxiv.org/abs/2411.04584
For each prime number $\ell$ and for each imaginary quadratic order of class number one or two, we determine all the possible $\ell$-adic Galois representations that occur for any elliptic curve with complex multiplication by such an order over its m
Externí odkaz:
http://arxiv.org/abs/2408.04159
Autor:
Nikolakopoulos, A., Ershova, A., González-Jiménez, R., Isaacson, J., Kelly, A. M., Niewczas, K., Rocco, N., Sánchez, F.
Neutrino event generators make use of intranuclear cascade models (INCs), to predict the kinematics of hadrons produced in neutrino-nucleus interactions. We perform a consistent comparison of different INCs, by using the same set of events as input t
Externí odkaz:
http://arxiv.org/abs/2406.09244
Autor:
Yan, Qiyu, Niewczas, Kajetan, Nikolakopoulos, Alexis, González-Jiménez, Raúl, Jachowicz, Natalie, Lu, Xianguo, Sobczyk, Jan, Zheng, Yangheng
Neutrino-induced single-pion production constitutes an essential interaction channel in modern neutrino oscillation experiments, with its products building up a significant fraction of the observable hadronic final states. Frameworks of oscillation a
Externí odkaz:
http://arxiv.org/abs/2405.05212
Autor:
Gonzalez-Jimenez, Alvaro, Lionetti, Simone, Bazazian, Dena, Gottfrois, Philippe, Gröger, Fabian, Pouly, Marc, Navarini, Alexander
Out-Of-Distribution (OOD) detection is critical to deploy deep learning models in safety-critical applications. However, the inherent hierarchical concept structure of visual data, which is instrumental to OOD detection, is often poorly captured by c
Externí odkaz:
http://arxiv.org/abs/2403.15260
Autor:
García-Marcos, J., Franco-Munoz, T., González-Jiménez, R., Nikolakopoulos, A., Jachowicz, N., Udías, J. M.
Publikováno v:
Phys. Rev. C 109, 024608 (2024)
Theoretical predictions for lepton-induced single-pion production (SPP) on $^{12}$C are revisited in order to assess the effect of different treatments of the current operator. On one hand we have the asymptotic approximation, which consists in repla
Externí odkaz:
http://arxiv.org/abs/2310.18056
Autor:
Galeote-Luque, Andres, Kubelka, Vladimír, Magnusson, Martin, Ruiz-Sarmiento, Jose-Raul, Gonzalez-Jimenez, Javier
We present a novel 3D odometry method that recovers the full motion of a vehicle only from a Doppler-capable range sensor. It leverages the radial velocities measured from the scene, estimating the sensor's velocity from a single scan. The vehicle's
Externí odkaz:
http://arxiv.org/abs/2310.04113
Autor:
Gröger, Fabian, Lionetti, Simone, Gottfrois, Philippe, Gonzalez-Jimenez, Alvaro, Groh, Matthew, Daneshjou, Roxana, Consortium, Labelling, Navarini, Alexander A., Pouly, Marc
Publikováno v:
Proceedings of the 3rd Machine Learning for Health Symposium, PMLR 225:101-128, 2023
Benchmark datasets for digital dermatology unwittingly contain inaccuracies that reduce trust in model performance estimates. We propose a resource-efficient data-cleaning protocol to identify issues that escaped previous curation. The protocol lever
Externí odkaz:
http://arxiv.org/abs/2309.06961