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pro vyhledávání: '"A Bouacida"'
Denoising diffusion models have emerged as state-of-the-art in generative tasks across image, audio, and video domains, producing high-quality, diverse, and contextually relevant data. However, their broader adoption is limited by high computational
Externí odkaz:
http://arxiv.org/abs/2409.13894
We introduce FedDM, a novel training framework designed for the federated training of diffusion models. Our theoretical analysis establishes the convergence of diffusion models when trained in a federated setting, presenting the specific conditions u
Externí odkaz:
http://arxiv.org/abs/2407.14730
Akademický článek
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Publikováno v:
Journal of Thermal Engineering. Jul2024, Vol. 10 Issue 4, p924-935. 12p.
In this paper, we propose and study opportunistic reinforcement learning - a new variant of reinforcement learning problems where the regret of selecting a suboptimal action varies under an external environmental condition known as the variation fact
Externí odkaz:
http://arxiv.org/abs/2210.13504
Publikováno v:
Naukovyi Visnyk Natsionalnoho Hirnychoho Universytetu. :117-124
Autor:
Cheddani, Yasmine, Benslama, Ouided, Maouche, Roza, Bouchene, Rafika, Bouacida, Sofiane, Allain, Magali, Benmerad, Belkacem, Belaid, Sabrina
Publikováno v:
In Journal of Molecular Structure 15 September 2024 1312 Part 1
Autor:
Grib, Ismahene, Berredjem, Malika, Djouad, Seif-Eddine, Benzaid, Chahrazed, Rachedi, Khadidja Otmane, Bahadi, Rania, Djendi, Lina Manel, Ibrahim-Ouali, Malika, Bouacida, Sofiane, Bachari, Khaldoun, Laichi, Yacine, Marminon, Christelle, Borgne, Marc LE, Bouasla, Radia
Publikováno v:
In Journal of Molecular Structure 5 August 2024 1309
Autor:
Zaamouchi, Imane, Kaci, Mohamed Mehdi, Zidane, Youcef, Belaid, Sabrina, Bouacida, Sofiane, Benmerad, Belkacem
Publikováno v:
In Journal of Molecular Structure 5 March 2024 1299
Autor:
Meriem Abdessemed, Saoussen Bouacida, Mohamed Turki, Hayet Ben Haj Koubaier, Souha Omrani, Radia Allouache, Nabiha Bouzouita, Romdhane Karoui, Ahmed Snoussi
Publikováno v:
Foods, Vol 13, Iss 14, p 2211 (2024)
Essential oil (EO) extraction is a widespread practice generating huge amounts of solid plant by-products a potential source of bioactive compounds, on the one hand, and a detrimental risk for the environment that needs to be carefully considered on
Externí odkaz:
https://doaj.org/article/a004ab6fb13348518f602fa62da26996