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Studying Taxonomy Enrichment on Diachronic WordNet Versions
IrinaNikishina, AlexanderPanchenko, VarvaraLogacheva....
Published date-11/23/2020
Ontologies, taxonomies, and thesauri are used in many NLP tasks. However, most studies are focused on the creation of these lexical resources rather than the maintenance of the existing ones. …
Automatic differentiation of Sylvester, Lyapunov, and algebraic Riccati equations
Ta-ChuKao, GuillaumeHennequin....
Published date-11/23/2020
Sylvester, Lyapunov, and algebraic Riccati equations are the bread and butter of control theorists. They are used to compute infinite-horizon Gramians, solve optimal control problems in continuous or discrete time, …
Re-identification = Retrieval + Verification: Back to Essence and Forward with a New Metric
ZhengWang, XinYuan, ToshihikoYamasaki....
Published date-11/23/2020
ImageRetrieval
Re-identification (re-ID) is currently investigated as a closed-world image retrieval task, and evaluated by retrieval based metrics. The algorithms return ranking lists to users, but cannot tell which images are …
An analysis of Reinforcement Learning applied to Coach task in IEEE Very Small Size Soccer
CarlosH.C.Pena, MateusG.Machado, MarianaS.Barros....
Published date-11/23/2020
The IEEE Very Small Size Soccer (VSSS) is a robot soccer competition in which two teams of three small robots play against each other. Traditionally, a deterministic coach agent will …
Peeking inside the Black Box: Interpreting Deep Learning Models for Exoplanet Atmospheric Retrievals
KaiHouYip, QuentinChangeat, NikolaosNikolaou....
Published date-11/23/2020
Deep learning algorithms are growing in popularity in the field of exoplanetary science due to their ability to model highly non-linear relations and solve interesting problems in a data-driven manner. …
Structure-Aware Completion of Photogrammetric Meshes in Urban Road Environment
QingZhu, QishenShang, HanHu....
Published date-11/23/2020
ObjectDetection
Photogrammetric mesh models obtained from aerial oblique images have been widely used for urban reconstruction. However, the photogrammetric meshes also suffer from severe texture problems, especially on the road areas …