111 citations
- Institute for Infocomm ResearchSG23 papers
- Centre National de la Recherche ScientifiqueFR20 papers
- National University of SingaporeSG19 papers
- Université Toulouse III - Paul SabatierFR10 papers
- Agency for Science, Technology and ResearchSG9 papers
- Institut Polytechnique de BordeauxFR8 papers
- Institut de Recherche en Informatique de ToulouseFR7 papers
- Université Toulouse-I-CapitoleFR7 papers
- Université Toulouse - Jean JaurèsFR7 papers
- Bioinformatics InstituteSG6 papers
- Equipes Traitement de l'Information et SystèmesFR6 papers
- Nanyang Technological UniversitySG6 papers
Showing 2020Show all
3 papers · 1 filter
cond-mat.stat-mech2020★ 16 cited
Machine-Learning Study using Improved Correlation Configuration and Application to Quantum Monte Carlo Simulation
Yusuke Tomita, Kenta Shiina, Yutaka Okabe +1
We use the Fortuin-Kasteleyn representation based improved estimator of the correlation configuration as an alternative to the ordinary correlation configuration in the machine-lea…
eess.IV2020★ 36 cited
Resolution enhancement and realistic speckle recovery with generative adversarial modeling of micro-optical coherence tomography
Kaicheng Liang, Xinyu Liu, Si Chen +4
A resolution enhancement technique for optical coherence tomography (OCT), based on Generative Adversarial Networks (GANs), was developed and investigated. GANs have been previousl…
cond-mat.stat-mech2020★ 70 cited
Machine-Learning Studies on Spin Models
Kenta Shiina, Hiroyuki Mori, Yutaka Okabe +1
With the recent developments in machine learning, Carrasquilla and Melko have proposed a paradigm that is complementary to the conventional approach for the study of spin models. A…