Zobrazeno 1 - 10
of 12 386
pro vyhledávání: '"Dordevic A"'
Autor:
Farasat, Talaya, Ahmadzai, Atiqullah, George, Aleena Elsa, Qaderi, Sayed Alisina, Dordevic, Dusan, Posegga, Joachim
Software vulnerabilities are a fundamental cause of cyber attacks. Effectively identifying these vulnerabilities is essential for robust cybersecurity, yet it remains a complex and challenging task. In this paper, we present SafePyScript, a machine l
Externí odkaz:
http://arxiv.org/abs/2411.00636
Autor:
Dordevic, Danilo, Kumar, Suryansh
We introduce the Evidential Transformer, an uncertainty-driven transformer model for improved and robust image retrieval. In this paper, we make several contributions to content-based image retrieval (CBIR). We incorporate probabilistic methods into
Externí odkaz:
http://arxiv.org/abs/2409.01082
Autor:
Đorđević, Dušan, Stošić, Marko
The generalized knots-quivers correspondence extends the original knots-quivers correspondence, by allowing higher level generators of quiver generating series. In this paper we explore the underlined combinatorics of such generating series, relation
Externí odkaz:
http://arxiv.org/abs/2408.01832
Autor:
Dordevic, S. V.
Publikováno v:
Physica B 691, 416295 (2024)
Deep learning models were developed and implemented to aid the search for new heavy fermion compounds. For the purpose of these calculations a database of more than 200 heavy fermions was compiled from the literature. The deep learning networks train
Externí odkaz:
http://arxiv.org/abs/2407.17290
Autor:
Yuan, Samuel, Dordevic, S. V.
Publikováno v:
Scientific Reports 14, 10275 (2024)
Effective computational search holds great potential for aiding the discovery of High-Temperature Superconductors (HTSs), especially given the lack of systematic methods for their discovery. Recent progress has been made in this area with machine lea
Externí odkaz:
http://arxiv.org/abs/2402.00198
Autor:
Đorđević, Dušan, Gočanin, Dragoljub
We provide an account of the issue of Gibbons-Hawking-York-like boundary terms for a gravity theory defined on a Riemman-Cartan spacetime. We further discuss different criteria for introducing boundary terms in some familiar first-order gravity theor
Externí odkaz:
http://arxiv.org/abs/2401.16306
This work presents an analysis of the effectiveness of using standard shallow feed-forward networks to mimic the behavior of the attention mechanism in the original Transformer model, a state-of-the-art architecture for sequence-to-sequence tasks. We
Externí odkaz:
http://arxiv.org/abs/2311.10642
Publikováno v:
Phys. Rev. D 108, 124008 (2023)
Various attempts to go beyond the theory of General Relativity start from the assumption that spacetime is not a 4-dimensional but rather a higher-dimensional manifold. Among others, braneworld scenarios postulate that the spacetime we effectively ob
Externí odkaz:
http://arxiv.org/abs/2309.03144
Autor:
Ciambelli, Luca, D'Alise, Alessandra, D'Esposito, Vittorio, Đorđevic, Dušan, Fernández-Silvestre, Diego, Varrin, Ludovic
After introducing the covariant phase space calculus, Noether's theorems are discussed, with particular emphasis on Noether's second theorem and the role of gauge symmetries. This is followed by the enunciation of the theory of asymptotic symmetries,
Externí odkaz:
http://arxiv.org/abs/2307.08460
Autor:
Đorđević, Dušan, Gočanin, Dragoljub
Publikováno v:
Phys. Rev. D 108, 086022 (2023)
In an odd-dimensional spacetime, gravity can be formulated as a proper gauge theory based on the Chern-Simons action for a suitable gauge group. Performing dimensional reduction, one obtains, as an effective theory, Chamseddine's even-dimensional top
Externí odkaz:
http://arxiv.org/abs/2307.03215