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Akademický článek
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Akademický článek
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Autor:
Khoeini, Mohammad Hossein, Wensink, Gijs, Vukovic, Tomislav, Krafft, Ilja, van der Net, Antje, Rucker, Maja, Luna-Triguero, Azahara
To investigate the effect of wettability on multiphase flow in porous media, hydrophilic glass surfaces are typically modified through a silanization process. This study examines the nanoscale chemical and structural modifications of glass bead surfa
Externí odkaz:
http://arxiv.org/abs/2411.14836
A design framework to implement non-unitary input-output operations to a practical unitary photonic integrated circuit is described. This is achieved by utilising the cosine-sine decomposition to recover the unitarity of the original operation. The r
Externí odkaz:
http://arxiv.org/abs/2410.21530
Autor:
Krishna, Rahul, Pan, Rangeet, Pavuluri, Raju, Tamilselvam, Srikanth, Vukovic, Maja, Sinha, Saurabh
Large Language Models for Code (or code LLMs) are increasingly gaining popularity and capabilities, offering a wide array of functionalities such as code completion, code generation, code summarization, test generation, code translation, and more. To
Externí odkaz:
http://arxiv.org/abs/2410.13007
The Moyal-Higher-Spin (MHS) formalism, involving fields dependent on spacetime and auxiliary coordinates, is an approach to studying higher spin (HS)-like models. To determine the particle content of the MHS model of the Yang-Mills type, we calculate
Externí odkaz:
http://arxiv.org/abs/2409.02679
Multimodal learning involves integrating information from various modalities to enhance learning and comprehension. We compare three modality fusion strategies in person identification and verification by processing two modalities: voice and face. In
Externí odkaz:
http://arxiv.org/abs/2409.00562
Autor:
Ruppik, Benjamin Matthias, Heck, Michael, van Niekerk, Carel, Vukovic, Renato, Lin, Hsien-chin, Feng, Shutong, Zibrowius, Marcus, Gašić, Milica
A common approach for sequence tagging tasks based on contextual word representations is to train a machine learning classifier directly on these embedding vectors. This approach has two shortcomings. First, such methods consider single input sequenc
Externí odkaz:
http://arxiv.org/abs/2408.03706
Autor:
Feng, Shutong, Lin, Hsien-chin, Geishauser, Christian, Lubis, Nurul, van Niekerk, Carel, Heck, Michael, Ruppik, Benjamin, Vukovic, Renato, Gašić, Milica
Emotions are indispensable in human communication, but are often overlooked in task-oriented dialogue (ToD) modelling, where the task success is the primary focus. While existing works have explored user emotions or similar concepts in some ToD tasks
Externí odkaz:
http://arxiv.org/abs/2408.02417
Autor:
Vukovic, Renato, Arps, David, van Niekerk, Carel, Ruppik, Benjamin Matthias, Lin, Hsien-Chin, Heck, Michael, Gašić, Milica
State-of-the-art task-oriented dialogue systems typically rely on task-specific ontologies for fulfilling user queries. The majority of task-oriented dialogue data, such as customer service recordings, comes without ontology and annotation. Such onto
Externí odkaz:
http://arxiv.org/abs/2408.02361