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pro vyhledávání: '"Gökce A"'
While today's large language models exhibit impressive abilities in generating human-like text, they require massive amounts of data during training. We here take inspiration from human cognitive development to train models in limited data conditions
Externí odkaz:
http://arxiv.org/abs/2411.00828
Autor:
Geylan, Gökçe, Janet, Jon Paul, Tibo, Alessandro, He, Jiazhen, Patronov, Atanas, Kabeshov, Mikhail, David, Florian, Czechtizky, Werngard, Engkvist, Ola, De Maria, Leonardo
Peptides play a crucial role in the drug design and discovery whether as a therapeutic modality or a delivery agent. Non-natural amino acids (NNAAs) have been used to enhance the peptide properties from binding affinity, plasma stability to permeabil
Externí odkaz:
http://arxiv.org/abs/2409.14040
Autor:
Zakour, Marsil, Nath, Partha Pratim, Lohmer, Ludwig, Gökçe, Emre Faik, Piccolrovazzi, Martin, Patsch, Constantin, Wu, Yuankai, Chaudhari, Rahul, Steinbach, Eckehard
Hand-Object Interactions (HOIs) are conditioned on spatial and temporal contexts like surrounding objects, previous actions, and future intents (for example, grasping and handover actions vary greatly based on objects proximity and trajectory obstruc
Externí odkaz:
http://arxiv.org/abs/2402.17758
Autor:
Uludoğan, Gökçe, Balal, Zeynep Yirmibeşoğlu, Akkurt, Furkan, Türker, Melikşah, Güngör, Onur, Üsküdarlı, Susan
The recent advances in natural language processing have predominantly favored well-resourced English-centric models, resulting in a significant gap with low-resource languages. In this work, we introduce the language model TURNA, which is developed f
Externí odkaz:
http://arxiv.org/abs/2401.14373
Autor:
Cui, Kai, Dayanıklı, Gökçe, Laurière, Mathieu, Geist, Matthieu, Pietquin, Olivier, Koeppl, Heinz
Recent techniques based on Mean Field Games (MFGs) allow the scalable analysis of multi-player games with many similar, rational agents. However, standard MFGs remain limited to homogeneous players that weakly influence each other, and cannot model m
Externí odkaz:
http://arxiv.org/abs/2312.10787
Autor:
Torun, Cem Güney, Gökçe, Mustafa, Bracht, Thomas K., Monsalve, Mariano Isaza, Benbouabdellah, Sarah, Nacitarhan, Özgün Ozan, Stucki, Marco E., Markham, Matthew L., Pieplow, Gregor, Pregnolato, Tommaso, Munns, Joseph H. D., Reiter, Doris E., Schröder, Tim
The coherent excitation of an optically active spin system is one of the key elements in the engineering of a spin-photon interface. In this work, we use the novel SUPER scheme, employing nonresonant ultrashort optical pulses, to coherently control t
Externí odkaz:
http://arxiv.org/abs/2312.05246
Autor:
Tanyel, Toygar, Atmaca, Sezgin, Gökçe, Kaan, Balık, M. Yiğit, Güler, Arda, Aslanger, Emre, Öksüz, İlkay
In the evolving landscape of ECG signal analysis, the challenge of limited transparency in machine learning models remains a significant barrier to their effective integration into clinical practice. This study addresses this issue by investigating t
Externí odkaz:
http://arxiv.org/abs/2312.08304
We investigate whether there is a relationship between the discrete Bakry-\'{E}mery curvature of a graph and the smooth curvature of an ambient surface into which the graph is embedded geodesically. As we used weighted graphs as test objects, we deve
Externí odkaz:
http://arxiv.org/abs/2311.05194
The COVID-19 pandemic led to widespread interest in epidemiological models. In this context the role of vaccination in influencing the spreading of the disease is of particular interest. There has also been a lot of debate on the role of non-pharmace
Externí odkaz:
http://arxiv.org/abs/2307.12707
V. Turaev defined recently an operation of "Trimming" for pseudo-metric spaces and analysed the tight span of (pseudo-)metric spaces via this process. In this work we investigate the trimming of finite subspaces of the Manhattan plane. We show that t
Externí odkaz:
http://arxiv.org/abs/2306.05822