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Large language models (LLMs) are a basic infrastructure for modern natural language processing. Many commercial and open-source LLMs exist for English, e.g., ChatGPT, Llama, Falcon, and Mistral. As these models are trained on mostly English texts, th
Externí odkaz:
http://arxiv.org/abs/2410.06898
Autor:
Potocnik, Viviane, Di Mauro, Alfio, Lamberti, Lorenzo, Kartsch, Victor, Scherer, Moritz, Conti, Francesco, Benini, Luca
Embodied artificial intelligence (AI) requires pushing complex multi-modal models to the extreme edge for time-constrained tasks such as autonomous navigation of robots and vehicles. On small form-factor devices, e.g., nano-sized unmanned aerial vehi
Externí odkaz:
http://arxiv.org/abs/2410.09054
Autor:
Potocnik, Viviane, Colagrande, Luca, Fischer, Tim, Bertaccini, Luca, Pagliari, Daniele Jahier, Burrello, Alessio, Benini, Luca
Transformer-based foundation models have become crucial for various domains, most notably natural language processing (NLP) or computer vision (CV). These models are predominantly deployed on high-performance GPUs or hardwired accelerators with highl
Externí odkaz:
http://arxiv.org/abs/2405.19284
Autor:
Montero, Antonio, Potočnik, Primož
The motion of a graph is the minimum number of vertices that are moved by a non-trivial automorphism. Equivalently, it can be defined as the minimal degree of its automorphism group (as a permutation group on the vertices). In this paper we develop s
Externí odkaz:
http://arxiv.org/abs/2405.10088
Autor:
Van Damme, Jacques, Massar, Shana, Acharya, Rohith, Ivanov, Tsvetan, Lozano, Daniel Perez, Canvel, Yann, Demarets, Mael, Vangoidsenhoven, Diziana, Hermans, Yannick, Lai, Ju-Geng, Rao, Vadiraj, Mongillo, Massimo, Wan, Danny, De Boeck, Jo, Potocnik, Anton, De Greve, Kristiaan
The development of superconducting qubit technology has shown great potential for the construction of practical quantum computers. As the complexity of quantum processors continues to grow, the need for stringent fabrication tolerances becomes increa
Externí odkaz:
http://arxiv.org/abs/2403.01312
Autor:
Barbieri, Marco, Potočnik, Primož
The relative fixity of a digraph $\Gamma$ is defined as the ratio between the largest number of vertices fixed by a nontrivial automorphism of $\Gamma$ and the number of vertices of $\Gamma$. We characterize the vertex-primitive digraphs whose relati
Externí odkaz:
http://arxiv.org/abs/2309.16590
A corner in a map is an edge-vertex-edge triple consisting of two distinct edges incident to the same vertex. A corneration is a set of corners that covers every arc of the map exactly once. Cornerations in a dart-transitive map generalize the notion
Externí odkaz:
http://arxiv.org/abs/2305.06050
An LR-structure is a tetravalent vertex-transitive graph together with a special type of a decomposition of its edge-set into cycles. LR-structures were introduced in a paper by P. Poto\v{c}nik and S. Wilson, titled `Linking rings structures and tetr
Externí odkaz:
http://arxiv.org/abs/2305.04261
Autor:
Tina Virtič Potočnik, Matic Mihevc, Črt Zavrnik, Majda Mori Lukančič, Nina Ružić Gorenjec, Antonija Poplas Susič, Zalika Klemenc-Ketiš
Publikováno v:
BMC Nursing, Vol 23, Iss 1, Pp 1-13 (2024)
Abstract Background The training of peer supporters is critical because the success of the entire peer support intervention depends on the knowledge and experience that peer supporters can share with other patients. The objective of this study was to
Externí odkaz:
https://doaj.org/article/56c8c10b68a54c3cad71fad2533b1b3e
Publikováno v:
Arheološki Vestnik, Vol 75, Pp 323-354 (2024)
Analize človeških tkiv iz arheoloških kontekstov pomembno pripomorejo k razumevanju posameznikov in družb v preteklosti. Na primeru četvernega groba 336–339 s poznoantičnega grobišča Bled – Pristava predstavljamo potek in rezultat
Externí odkaz:
https://doaj.org/article/af46d30227af44beb9067fc43d595ad8