Zobrazeno 1 - 10
of 1 809
pro vyhledávání: '"P. Krawiec"'
Deep learning architectures based on convolutional neural networks tend to rely on continuous, smooth features. While this characteristics provides significant robustness and proves useful in many real-world tasks, it is strikingly incompatible with
Externí odkaz:
http://arxiv.org/abs/2411.12070
Autor:
Wyrwiński, Piotr, Krawiec, Krzysztof
In evolutionary computation, it is commonly assumed that a search algorithm acquires knowledge about a problem instance by sampling solutions from the search space and evaluating them with a fitness function. This is necessarily inefficient because f
Externí odkaz:
http://arxiv.org/abs/2411.05820
Autor:
Bednarek, Jakub, Krawiec, Krzysztof
The ability to think abstractly and reason by analogy is a prerequisite to rapidly adapt to new conditions, tackle newly encountered problems by decomposing them, and synthesize knowledge to solve problems comprehensively. We present TransCoder, a me
Externí odkaz:
http://arxiv.org/abs/2410.04480
Autor:
Krawiec, Krzysztof, Nowinowski, Antoni
Contemporary deep learning architectures lack principled means for capturing and handling fundamental visual concepts, like objects, shapes, geometric transforms, and other higher-level structures. We propose a neurosymbolic architecture that uses a
Externí odkaz:
http://arxiv.org/abs/2409.09716
The next generation of searches for neutrinoless double beta decay (0{\nu}\b{eta}\b{eta}) are poised to answer deep questions on the nature of neutrinos and the source of the Universe's matter-antimatter asymmetry. They will be looking for event rate
Externí odkaz:
http://arxiv.org/abs/2312.14372
Publikováno v:
BMC Medical Research Methodology, Vol 24, Iss 1, Pp 1-12 (2024)
Abstract Background Key informant interviews (KII) are a widely used method in qualitative health research to gain in-depth insights from individuals with specialized knowledge, experience, or access that is crucial to the research topic. However, th
Externí odkaz:
https://doaj.org/article/5f177fbc462343a098596153b877f84a
Autor:
Koniorczyk, Mátyás, Krawiec, Krzysztof, Botelho, Ludmila, Bešinović, Nikola, Domino, Krzysztof
We address the applicability of hybrid quantum-classical heuristics for practical railway rescheduling management problems. We build an integer linear programming model and solve it with D-Wave's quantum-classical hybrid solver as well as with CPLEX
Externí odkaz:
http://arxiv.org/abs/2309.06763
Autor:
Kwiatkowski, Jakub, Krawiec, Krzysztof
Learning to perform abstract reasoning often requires decomposing the task in question into intermediate subgoals that are not specified upfront, but need to be autonomously devised by the learner. In Raven Progressive Matrices (RPM), the task is to
Externí odkaz:
http://arxiv.org/abs/2308.06528
A compact space $Y$ is called homeo-product-minimal if given any minimal system $(X,T)$, it admits a homeomorphism $S:Y\to Y$, such that the product system $(X\times Y,T\times S)$ is minimal. We show that a large class of cofrontiers is homeo-product
Externí odkaz:
http://arxiv.org/abs/2304.11469
Publikováno v:
Quantum 8, 1269 (2024)
We study the discrimination of von Neumann measurements in the scenario when we are given a reference measurement and some other measurement. The aim of the discrimination is to determine whether the other measurement is the same as the first one. We
Externí odkaz:
http://arxiv.org/abs/2301.04948