Zobrazeno 1 - 10
of 11 355
pro vyhledávání: '"Forestier, A."'
Deep learning models have been shown to be a powerful solution for Time Series Classification (TSC). State-of-the-art architectures, while producing promising results on the UCR and the UEA archives , present a high number of trainable parameters. Th
Externí odkaz:
http://arxiv.org/abs/2409.02869
The development of generative artificial intelligence for human motion generation has expanded rapidly, necessitating a unified evaluation framework. This paper presents a detailed review of eight evaluation metrics for human motion generation, highl
Externí odkaz:
http://arxiv.org/abs/2405.07680
Autor:
Vincent, Rajaji, Galafassi, Riccardo, Hellani, Mohammad, Forestier, Alexis, Brigiano, Flavio Siro, Araujo, Bruno Sousa, Piednoir, Agnes, Diaf, Hatem, Pietrucci, Fabio, Filho, Antonio Gomes Souza, del Fatti, Natalia, Vialla, Fabien, San-Miguel, Alfonso
Discovering innovative methods to understand phase transitions, modify phase diagrams, and uncover novel synthesis routes poses significant and far-reaching challenges. In this study, we demonstrate the formation of nanodiamond-like sp3 carbon from f
Externí odkaz:
http://arxiv.org/abs/2405.06416
Autor:
Ehrig, Claudia, Sonnleitner, Benedikt, Neumann, Ursula, Cleophas, Catherine, Forestier, Germain
Pre-trained models have become pivotal in enhancing the efficiency and accuracy of time series forecasting on target data sets by leveraging transfer learning. While benchmarks validate the performance of model generalization on various target data s
Externí odkaz:
http://arxiv.org/abs/2404.06198
Over the past decade, Time Series Classification (TSC) has gained an increasing attention. While various methods were explored, deep learning - particularly through Convolutional Neural Networks (CNNs)-stands out as an effective approach. However, du
Externí odkaz:
http://arxiv.org/abs/2311.14534
Autor:
Ismail-Fawaz, Ali, Fawaz, Hassan Ismail, Petitjean, François, Devanne, Maxime, Weber, Jonathan, Berretti, Stefano, Webb, Geoffrey I., Forestier, Germain
Time series data can be found in almost every domain, ranging from the medical field to manufacturing and wireless communication. Generating realistic and useful exemplars and prototypes is a fundamental data analysis task. In this paper, we investig
Externí odkaz:
http://arxiv.org/abs/2309.16353
Autor:
Marquès, J. -R., Lancia, L., Loiseau, P., Forestier-Colleoni, P., Tarisien, M., Atukpor, E., Bagnoud, V., Brabetz, C., Consoli, F., Domange, J., Hannachi, F., Nicolaï, P., Salvadori, M., Zielbauer, B.
We recently proposed a new technique of plasma tailoring by laser-driven hydrodynamic shockwaves generated on both sides of a gas jet [J.-R. Marqu\`es et al., Phys. Plasmas 28, 023103 (2021)]. In the continuation of this numerical work, we studied ex
Externí odkaz:
http://arxiv.org/abs/2309.16277
Autor:
Ismail-Fawaz, Ali, Dempster, Angus, Tan, Chang Wei, Herrmann, Matthieu, Miller, Lynn, Schmidt, Daniel F., Berretti, Stefano, Weber, Jonathan, Devanne, Maxime, Forestier, Germain, Webb, Geoffrey I.
The measurement of progress using benchmarks evaluations is ubiquitous in computer science and machine learning. However, common approaches to analyzing and presenting the results of benchmark comparisons of multiple algorithms over multiple datasets
Externí odkaz:
http://arxiv.org/abs/2305.11921
Autor:
Filippi, F., Dickson, L. T., Backhouse, M., Forestier-Colleoni, P., Gustafsson, C., Cobo, C., Ballage, C., Dufrénoy, S. Dobosz, Löfquist, E., Maynard, G., Murphy, C. D., Najmudin, Z., Panza, F., Persson, A., Scisciò, M., Vasilovici, O., Lundh, O., Cros, B.
Laser-driven plasma wakefields can provide hundreds of MeV electron beam in mm-range distances potentially shrinking the dimension of the actual particle accelerators. The plasma density plays a fundamental role in the control and stability of the ac
Externí odkaz:
http://arxiv.org/abs/2304.09659
Autor:
Burdonov, K., Lelievre, R., Forestier-Colleoni, P., Ceccotti, T., Cuciuc, M., Lancia, L., Yao, W., Fuchs, J.
We present the design and the absolute calibration of charged particle high-repetition-rate online readout CMOS system tailored for high-power laser experiments. This system equips a Thomson parabola (TP) spectrometer, used at the Apollon petawatt sc
Externí odkaz:
http://arxiv.org/abs/2303.08529