Zobrazeno 1 - 10
of 949
pro vyhledávání: '"Berar A"'
Autor:
Piquenot, Jason, Bérar, Maxime, Héroux, Pierre, Ramel, Jean-Yves, Raveaux, Romain, Adam, Sébastien
This paper presents Grammar Reinforcement Learning (GRL), a reinforcement learning algorithm that uses Monte Carlo Tree Search (MCTS) and a transformer architecture that models a Pushdown Automaton (PDA) within a context-free grammar (CFG) framework.
Externí odkaz:
http://arxiv.org/abs/2410.01661
Gaussian smoothed sliced Wasserstein distance has been recently introduced for comparing probability distributions, while preserving privacy on the data. It has been shown that it provides performances similar to its non-smoothed (non-private) counte
Externí odkaz:
http://arxiv.org/abs/2404.03273
Contrastive learning has demonstrated great effectiveness in representation learning especially for image classification tasks. However, there is still a shortage in the studies targeting regression tasks, and more specifically applications on hypers
Externí odkaz:
http://arxiv.org/abs/2403.17014
Autor:
Simona Iacob, Diana Cadar, Andrea Chisnoiu, Antonela Berar, Mirela Fluerașu, Rareș Buduru, Manuela Manziuc, Smaranda Buduru
Publikováno v:
Romanian Journal of Oral Rehabilitation, Vol 16, Iss 3, Pp 267-275 (2024)
Aim of the study. The aim of the current study was to analyze and compare the registration of the occlusal contact points using three intraoral scanners and articulation paper. Material and methods. The static occlusal contact points in maximum inter
Externí odkaz:
https://doaj.org/article/9c2c9123f2494b9a9b0a9b89c40311fa
Autor:
Matroș Luminița, Krausz Tibor Ludovic, Pandrea Stanca Lucia, Ciontea Monica Ioana, Chiorean Erica, Pepelea Lia Sorina, Berar Antonela Marcela, Junie Lia Monica
Publikováno v:
Romanian Journal of Laboratory Medicine, Vol 24, Iss 2, Pp 201-211 (2016)
Introduction: Nosocomial infections caused by Pseudomonas aeruginosa producing carbapenemases represent an important cause of morbidity and mortality among immunosuppressed patients. The aim of our study was to detect the production of metallo-carbap
Externí odkaz:
https://doaj.org/article/854abb5723c540ce889406e43c4da6e4
Autor:
Piquenot, Jason, Moscatelli, Aldo, Bérar, Maxime, Héroux, Pierre, raveaux, Romain, Ramel, Jean-Yves, Adam, Sébastien
This paper introduces a framework for formally establishing a connection between a portion of an algebraic language and a Graph Neural Network (GNN). The framework leverages Context-Free Grammars (CFG) to organize algebraic operations into generative
Externí odkaz:
http://arxiv.org/abs/2303.01590
Publikováno v:
Romanian Journal of Oral Rehabilitation, Vol 16, Iss 2, Pp 119-134 (2024)
Aim of the study was to investigate compatively the compressive strength for three computer-aided design/computer-aided manufacturing (CAD/CAM) dental materials: glassceramic IPS Empress CAD (IvoclarVivadent), hybrid ceramic Cerasmart (GC) and polyme
Externí odkaz:
https://doaj.org/article/837b4b042fd141c7be8ff2557c871980
Categorical data are present in key areas such as health or supply chain, and this data require specific treatment. In order to apply recent machine learning models on such data, encoding is needed. In order to build interpretable models, one-hot enc
Externí odkaz:
http://arxiv.org/abs/2209.03771
Publikováno v:
In Pattern Recognition Letters August 2024 184:14-20
Autor:
Antonela Berar, Alexandra Măgirescu, Andreea Kui, Monica Nistor, Mirela Fluerașu, Smaranda Buduru
Publikováno v:
Romanian Journal of Oral Rehabilitation, Vol 15, Iss 4, Pp 395-405 (2023)
Aim of the study was to investigate patients` initial motivation of presenting themselves in the dental office and analyzing patients` satisfaction in cases of prosthodontic restorations or rehabilitation. By correct assessment of patients` initial m
Externí odkaz:
https://doaj.org/article/64694c3cf4a94143a122e676ae0afc78