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of 27
pro vyhledávání: '"Hůla, Jan"'
The paper deals with the interpretability of Graph Neural Networks in the context of Boolean Satisfiability. The goal is to demystify the internal workings of these models and provide insightful perspectives into their decision-making processes. This
Externí odkaz:
http://arxiv.org/abs/2408.15418
Autor:
Khona, Mikail, Okawa, Maya, Hula, Jan, Ramesh, Rahul, Nishi, Kento, Dick, Robert, Lubana, Ekdeep Singh, Tanaka, Hidenori
Stepwise inference protocols, such as scratchpads and chain-of-thought, help language models solve complex problems by decomposing them into a sequence of simpler subproblems. Despite the significant gain in performance achieved via these protocols,
Externí odkaz:
http://arxiv.org/abs/2402.07757
Publikováno v:
In European Journal of Operational Research 16 January 2025 320(2):328-342
We present a new version of YOLO with better performance and extended with instance segmentation called Poly-YOLO. Poly-YOLO builds on the original ideas of YOLOv3 and removes two of its weaknesses: a large amount of rewritten labels and inefficient
Externí odkaz:
http://arxiv.org/abs/2005.13243
The way developers collaborate inside and particularly across teams often escapes management's attention, despite a formal organization with designated teams being defined. Observability of the actual, organically formed engineering structure provide
Externí odkaz:
http://arxiv.org/abs/1905.06782
Autor:
Wang, Alex, Hula, Jan, Xia, Patrick, Pappagari, Raghavendra, McCoy, R. Thomas, Patel, Roma, Kim, Najoung, Tenney, Ian, Huang, Yinghui, Yu, Katherin, Jin, Shuning, Chen, Berlin, Van Durme, Benjamin, Grave, Edouard, Pavlick, Ellie, Bowman, Samuel R.
Natural language understanding has recently seen a surge of progress with the use of sentence encoders like ELMo (Peters et al., 2018a) and BERT (Devlin et al., 2019) which are pretrained on variants of language modeling. We conduct the first large-s
Externí odkaz:
http://arxiv.org/abs/1812.10860
Autor:
HŮLA, Jan
This diploma thesis is focused on changes in the content of ?-glutamyl- S-vinylcysteine (GVC), the anti-nutritional factor present in narbon beans (Vicia narbonensis). The samples were collected at different stages of growth and separated into indivi
Externí odkaz:
http://www.nusl.cz/ntk/nusl-136533
Akademický článek
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