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pro vyhledávání: '"P. Horvat"'
The reduced-complexity models developed by Edward Lorenz are widely used in atmospheric and climate sciences to study nonlinear aspect of dynamics and to demonstrate new methods for numerical weather prediction. A set of inviscid Lorenz models descri
Externí odkaz:
http://arxiv.org/abs/2409.07920
Publikováno v:
Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track. ECML PKDD 2024 vol 14948
Self-training methods have proven to be effective in exploiting abundant unlabeled data in semi-supervised learning, particularly when labeled data is scarce. While many of these approaches rely on a cross-entropy loss function (CE), recent advances
Externí odkaz:
http://arxiv.org/abs/2409.07292
Autor:
Kahlbow, J., Aumann, T., Sorlin, O., Kondo, Y., Nakamura, T., Nowacki, F., Revel, A., Achouri, N. L., Falou, H. Al, Atar, L., Baba, H., Boretzky, K., Caesar, C., Calvet, D., Chae, H., Chiga, N., Corsi, A., Delaunay, F., Delbart, A., Deshayes, Q., Dombradi, Z., Douma, C. A., Elekes, Z., Gasparic, I., Gheller, J. -M., Gibelin, J., Gillibert, A., Harakeh, M. N., Hirayama, A., Holl, M., Horvat, A., Horvath, A., Hwang, J. W., Isobe, T., Kalantar-Nayestanaki, N., Kawase, S., Kim, S., Kisamori, K., Kobayashi, T., Körper, D., Koyama, S., Kuti, I., Lapoux, V., Lindberg, S., Marques, F. M., Masuoka, S., Mayer, J., Miki, K., Murakami, T., Najafi, M., Nakano, K., Nakatsuka, N., Nilsson, T., Obertelli, A., Orr, N. A., Otsu, H., Ozaki, T., Panin, V., Paschalis, S., Rossi, D. M., Saito, A. T., Saito, T., Sasano, M., Sato, H., Satou, Y., Scheit, H., Schindler, F., Schrock, P., Shikata, M., Shimada, K., Shimizu, Y., Simon, H., Sohler, D., Stuhl, L., Takeuchi, S., Tanaka, M., Thoennessen, M., Törnqvist, H., Togano, Y., Tomai, T., Tscheuschner, J., Tsubota, J., Uesaka, T., Wang, H., Yang, Z., Yasuda, M., Yoneda, K.
Publikováno v:
Phys. Rev. Lett. 133, 082501 (2024)
The neutron-rich unbound fluorine isotope $^{30}$F$_{21}$ has been observed for the first time by measuring its neutron decay at the SAMURAI spectrometer (RIBF, RIKEN) in the quasi-free proton knockout reaction of $^{31}$Ne nuclei at 235 MeV/nucleon.
Externí odkaz:
http://arxiv.org/abs/2407.19303
Recent large language models (LLMs) can generate and revise text with human-level performance, and have been widely commercialized in systems like ChatGPT. These models come with clear limitations: they can produce inaccurate information, reinforce e
Externí odkaz:
http://arxiv.org/abs/2406.07016
Autor:
Božić, Matej, Horvat, Marko
This article presents a review of typical techniques used in three distinct aspects of deep learning model development for audio generation. In the first part of the article, we provide an explanation of audio representations, beginning with the fund
Externí odkaz:
http://arxiv.org/abs/2406.00146
AMD Secure Encrypted Virtualization technologies enable confidential computing by protecting virtual machines from highly privileged software such as hypervisors. In this work, we develop the first, comprehensive symbolic model of the software interf
Externí odkaz:
http://arxiv.org/abs/2403.10296
Autor:
Zhang, Richard, Horvát, Emőke-Ágnes
Twitter is a common site of offensive language. Prior literature has shown that the emotional content of tweets can heavily impact their diffusion when discussing political topics. We extend prior work to look at offensive tweets that link to academi
Externí odkaz:
http://arxiv.org/abs/2402.17495
Intracranial aneurysms are the leading cause of hemorrhagic stroke. One of the established treatment approaches is the embolization induced by coil insertion. However, the prediction of treatment and subsequent changed flow characteristics in the ane
Externí odkaz:
http://arxiv.org/abs/2402.10809
Autor:
Adiyeke, Esra, Ren, Yuanfang, Shickel, Benjamin, Ruppert, Matthew M., Guan, Ziyuan, Kane-Gill, Sandra L., Murugan, Raghavan, Amatullah, Nabihah, Stottlemyer, Britney A., Tran, Tiffany L., Ricketts, Dan, Horvat, Christopher M, Rashidi, Parisa, Bihorac, Azra, Ozrazgat-Baslanti, Tezcan
Background: Acute kidney injury (AKI), the decline of kidney excretory function, occurs in up to 18% of hospitalized admissions. Progression of AKI may lead to irreversible kidney damage. Methods: This retrospective cohort study includes adult patien
Externí odkaz:
http://arxiv.org/abs/2402.04209
Diffusion models are generative models that have recently demonstrated impressive performances in terms of sampling quality and density estimation in high dimensions. They rely on a forward continuous diffusion process and a backward continuous denoi
Externí odkaz:
http://arxiv.org/abs/2402.03845