Zobrazeno 1 - 10
of 29 954
pro vyhledávání: '"Kiani AN"'
Image inpainting, the process of restoring missing or corrupted regions of an image by reconstructing pixel information, has recently seen considerable advancements through deep learning-based approaches. In this paper, we introduce a novel deep lear
Externí odkaz:
http://arxiv.org/abs/2411.05705
Preparing thermal (Gibbs) states is a common task in physics and computer science. Recent algorithms mimic cooling via system-bath coupling, where the cost is determined by mixing time, akin to classical Metropolis-like algorithms. However, few metho
Externí odkaz:
http://arxiv.org/abs/2411.04300
Autor:
Abakasanga, Emeka, Kousovista, Rania, Cosma, Georgina, Akbari, Ashley, Zaccardi, Francesco, Kaur, Navjot, Fitt, Danielle, Jun, Gyuchan Thomas, Kiani, Reza, Gangadharan, Satheesh
People with learning disabilities have a higher mortality rate and premature deaths compared to the general public, as reported in published research in the UK and other countries. This study analyses hospitalisations of 9,618 patients identified wit
Externí odkaz:
http://arxiv.org/abs/2411.08048
Autor:
Kousovista, Rania, Cosma, Georgina, Abakasanga, Emeka, Akbari, Ashley, Zaccardi, Francesco, Jun, Gyuchan Thomas, Kiani, Reza, Gangadharan, Satheesh
Identifying and understanding the co-occurrence of multiple long-term conditions (MLTC) in individuals with intellectual disabilities (ID) is vital for effective healthcare management. These individuals often face earlier onset and higher prevalence
Externí odkaz:
http://arxiv.org/abs/2411.08894
Autor:
Klemm, Mason L., Siddique, Saif, Chang, Yuan-Chun, Xu, Sijie, Xie, Yaofeng, Legvold, Tanner, Kiani, Mehrdad T., Ye, Feng, Cao, Huibo, Hao, Yiqing, Tian, Wei, Luetkens, Hubertus, Matsuda, Masaaki, Natelson, Douglas, Guguchia, Zurab, Huang, Chien-Lung, Yi, Ming, Cha, Judy J., Dai, Pengcheng
Two-dimensional (2D) kagome lattice metals are interesting because they display flat electronic bands, Dirac points, Van Hove singularities, and can have interplay between charge density wave (CDW), magnetic order, and superconductivity. In kagome la
Externí odkaz:
http://arxiv.org/abs/2410.13994
Data with geometric structure is ubiquitous in machine learning often arising from fundamental symmetries in a domain, such as permutation-invariance in graphs and translation-invariance in images. Group-convolutional architectures, which encode symm
Externí odkaz:
http://arxiv.org/abs/2410.05499
Autor:
Sieveritz, Bianca, Kiani, Roozbeh
Non-sensory thalamic nuclei interact with the cortex through thalamocortical and cortico-basal ganglia-thalamocortical loops. Reciprocal connections between the mediodorsal thalamus (MD) and the prefrontal cortex are particularly important in cogniti
Externí odkaz:
http://arxiv.org/abs/2409.02065
Random spin systems at low temperatures are glassy and feature computational hardness in finding low-energy states. We study the random all-to-all interacting fermionic Sachdev--Ye--Kitaev (SYK) model and prove that, in contrast, (I) the low-energy s
Externí odkaz:
http://arxiv.org/abs/2408.15699
Autor:
Ozelim, Luan, Uthamacumaran, Abicumaran, Abrahão, Felipe S., Hernández-Orozco, Santiago, Kiani, Narsis A., Tegnér, Jesper, Zenil, Hector
We respond to arguments against our criticism that claim to show a divergence of Assembly Theory from popular compression. We have proven that any implementation of the concept of `copy number' underlying Assembly Theory (AT) and its assembly index (
Externí odkaz:
http://arxiv.org/abs/2408.15108
This paper provides a thorough examination of recent developments in the field of multi-choice Machine Reading Comprehension (MRC). Focused on benchmark datasets, methodologies, challenges, and future trajectories, our goal is to offer researchers a
Externí odkaz:
http://arxiv.org/abs/2408.02114