Results 21 to 30 of about 544,958 (312)
Agent-Centric Representations for Multi-Agent Reinforcement Learning [PDF]
arXiv, 2021 Object-centric representations have recently enabled significant progress in tackling relational reasoning tasks. By building a strong object-centric inductive bias into neural architectures, recent efforts have improved generalization and data efficiency of machine learning algorithms for these problems.
arxiv
Complication rates and patient satisfaction with removable dentures [PDF]
, 2012 PURPOSE. The purpose of this clinical study was to evaluate the frequency and type of prosthetic complications in relation to type and properties of removable dentures and to investigate the influence of these complications and several data about the ...
Basker +47 more
core +2 more sources
Data-Centric Artificial Intelligence [PDF]
arXiv, 2022 Data-centric artificial intelligence (data-centric AI) represents an emerging paradigm emphasizing that the systematic design and engineering of data is essential for building effective and efficient AI-based systems. The objective of this article is to introduce practitioners and researchers from the field of Information Systems (IS) to data-centric ...
arxiv
Self-Distillation for Gaussian Process Regression and Classification [PDF]
arXiv, 2023 We propose two approaches to extend the notion of knowledge distillation to Gaussian Process Regression (GPR) and Gaussian Process Classification (GPC); data-centric and distribution-centric. The data-centric approach resembles most current distillation techniques for machine learning, and refits a model on deterministic predictions from the teacher ...
arxiv
Does articulating study casts make a difference to treatment planning? [PDF]
, 2003 OBJECTIVE: To assess whether articulating casts in centric relation (CR) compared with intercuspal position (ICP) makes a difference to treatment planning. Design: Reliability analysis. Subjects: Ten orthodontists. METHODS: Twenty case vignettes were
Benson, P.E., Ellis, P.E.
core +1 more source
Grid-Centric Traffic Scenario Perception for Autonomous Driving: A Comprehensive Review [PDF]
arXiv, 2023 Grid-centric perception is a crucial field for mobile robot perception and navigation. Nonetheless, grid-centric perception is less prevalent than object-centric perception as autonomous vehicles need to accurately perceive highly dynamic, large-scale traffic scenarios and the complexity and computational costs of grid-centric perception are high.
arxiv
A Relation-Centric Query Engine for the Foundational Model of Anatomy [PDF]
, 2004 The Foundational Model of Anatomy (FMA), a detailed representation of the structural organization of the human body, was constructed to support the development of software applications requiring knowledge of anatomy.
Ann Li +9 more
core +4 more sources
Verification of Agent-Based Artifact Systems [PDF]
, 2013 Artifact systems are a novel paradigm for specifying and implementing business processes described in terms of interacting modules called artifacts. Artifacts consist of data and lifecycles, accounting respectively for the relational structure of the ...
Belardinelli, Francesco +2 more
core +3 more sources
Centric relation: concepts revision and recording techniques. Part I [PDF]
, 2008 La relación céntrica ha sido objeto de disparidad de criterios en la odontología durante más de un siglo. A lo largo de este trabajo, vamos a exponer diferentes métodos usados tanto para obtener el registro, como para comprobar su certeza y corroborar la
Arroyo Cruz, Gema +5 more
core +1 more source
The lack of star formation gradients in galaxy groups up to z~1.6 [PDF]
, 2013 In the local Universe, galaxy properties show a strong dependence on environment. In cluster cores, early type galaxies dominate, whereas star-forming galaxies are more and more common in the outskirts.
Altieri, Bruno +30 more
core +2 more sources