Zobrazeno 1 - 10
of 318
pro vyhledávání: '"De Plaen, P."'
Autor:
De Plaen, Henri, De Plaen, Pierre-François, Suykens, Johan A. K., Proesmans, Marc, Tuytelaars, Tinne, Van Gool, Luc
During training, supervised object detection tries to correctly match the predicted bounding boxes and associated classification scores to the ground truth. This is essential to determine which predictions are to be pushed towards which solutions, or
Externí odkaz:
http://arxiv.org/abs/2307.02402
Autor:
De Plaen, Pierre-François, Marinello, Nicola, Proesmans, Marc, Tuytelaars, Tinne, Van Gool, Luc
The DEtection TRansformer (DETR) opened new possibilities for object detection by modeling it as a translation task: converting image features into object-level representations. Previous works typically add expensive modules to DETR to perform Multi-
Externí odkaz:
http://arxiv.org/abs/2311.08043
Autor:
De Plaen, Henri, Suykens, Johan A. K.
In this paper, we characterize Probabilistic Principal Component Analysis in Hilbert spaces and demonstrate how the optimal solution admits a representation in dual space. This allows us to develop a generative framework for kernel methods. Furthermo
Externí odkaz:
http://arxiv.org/abs/2307.10078
Autor:
A. M. Borzì, V. Minio, R. De Plaen, T. Lecocq, S. Alparone, S. Aronica, F. Cannavò, F. Capodici, G. Ciraolo, S. D'Amico, D. Contrafatto, G. Di Grazia, I. Fontana, G. Giacalone, G. Larocca, C. Lo Re, G. Manno, G. Nardone, A. Orasi, M. Picone, G. Scicchitano, A. Cannata
Publikováno v:
Ocean Science, Vol 20, Pp 1-20 (2024)
In this work, we study a Mediterranean cyclone, Helios, which took place during 9–11 February 2023 in the southeastern part of Sicily and Malta, by a multiparametric approach combining microseism results with sea state and meteorological data provi
Externí odkaz:
https://doaj.org/article/ed4248bb4b1c4b04a7f1b2ece6e33c57
In the context of kernel methods, the similarity between data points is encoded by the kernel function which is often defined thanks to the Euclidean distance, a common example being the squared exponential kernel. Recently, other distances relying o
Externí odkaz:
http://arxiv.org/abs/2002.01878
Akademický článek
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Autor:
Alfio Marco Borzì, Vittorio Minio, Flavio Cannavò, Angelo Cavallaro, Sebastiano D’Amico, Adam Gauci, Raphael De Plaen, Thomas Lecocq, Gabriele Nardone, Arianna Orasi, Marco Picone, Andrea Cannata
Publikováno v:
Scientific Reports, Vol 12, Iss 1, Pp 1-14 (2022)
Abstract Microseism is the continuous background seismic signal caused by the interaction between the atmosphere, the hydrosphere and the solid Earth. Several studies have dealt with the relationship between microseisms and the tropical cyclones, but
Externí odkaz:
https://doaj.org/article/eaae465b5f964d50ba60be36be6209a6
Autor:
Corentin Caudron, Yosuke Aoki, Thomas Lecocq, Raphael De Plaen, Jean Soubestre, Aurelien Mordret, Leonard Seydoux, Toshiko Terakawa
Publikováno v:
Nature Communications, Vol 13, Iss 1, Pp 1-9 (2022)
Phreatic volcanic eruptions can be unexpected and devastating. Here the authors, using seismic-based methodologies, find that pressurized fluids accumulated 5 months before the deadly phreatic eruption at Mt Ontake; a period previously considered as
Externí odkaz:
https://doaj.org/article/f6dda8e594804f2ba44d654fd7cb15ce
Autor:
Luc Pilotte, Benoit J Van den Eynde, Jingjing Zhu, Christine Sers, Marie Solvay, Pauline Holfelder, Simon Klaessens, Vincent Stroobant, Juliette Lamy, Stefan Naulaerts, Quentin Spillier, Raphaël Frédérick, Etienne De Plaen, Christiane A Opitz
Publikováno v:
Journal for ImmunoTherapy of Cancer, Vol 11, Iss 6 (2023)
Background Indoleamine 2,3-dioxygenase 1 (IDO1) and tryptophan-dioxygenase (TDO) are enzymes catabolizing the essential amino acid tryptophan into kynurenine. Expression of these enzymes is frequently observed in advanced-stage cancers and is associa
Externí odkaz:
https://doaj.org/article/8b5d6705c624408ca6c9425808c1b3f5
Publikováno v:
Environmental Research: Infrastructure and Sustainability, Vol 4, Iss 3, p 035009 (2024)
Critical infrastructure (CI) are at risk of failure due to the increased frequency and magnitude of climate extremes related to climate change. It is thus essential to include them in a risk management framework to identify risk hotspots, develop ris
Externí odkaz:
https://doaj.org/article/87c24d6c4a624f42b3fe2afdae1af1bb