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of 457
pro vyhledávání: '"Rosales, Rafael A"'
Autor:
Qutub, Syed Sha, Kose, Neslihan, Rosales, Rafael, Paulitsch, Michael, Hagn, Korbinian, Geissler, Florian, Peng, Yang, Hinz, Gereon, Knoll, Alois
This paper introduces the Budding Ensemble Architecture (BEA), a novel reduced ensemble architecture for anchor-based object detection models. Object detection models are crucial in vision-based tasks, particularly in autonomous systems. They should
Externí odkaz:
http://arxiv.org/abs/2309.08036
In this paper, we investigate the relationship between diversity metrics, accuracy, and resiliency to natural image corruptions of Deep Learning (DL) image classifier ensembles. We investigate the potential of an attribution-based diversity metric to
Externí odkaz:
http://arxiv.org/abs/2303.09283
Ensembling is a successful technique to improve the performance of machine learning (ML) models. Conf-Ensemble is an adaptation to Boosting to create ensembles based on model confidence instead of model errors to better classify difficult edge-cases.
Externí odkaz:
http://arxiv.org/abs/2303.03185
Autor:
Pires, Benito, Rosales, Rafael A.
We present a multiple colour generalisation of the model of graph interacting urns studied by Benaim et. al., Random Struct. Alg., 46: 614-634, 2015. We show that for complete graphs and for a broad class of reinforcement functions governing the addi
Externí odkaz:
http://arxiv.org/abs/2212.09397
Finding the best possible encoding decisions for compressing a video sequence is a highly complex problem. In this work, we propose a multi-objective Design Space Exploration (DSE) method to automatically find HEVC encoder implementations that are op
Externí odkaz:
http://arxiv.org/abs/2203.01782
Autor:
Valieris, Renan, Drummond, Rodrigo, Defelicibus, Alexandre, Dias-Neto, Emannuel, Rosales, Rafael A., da Silva, Israel Tojal
Despite of the fast development of highly effective vaccines to control the current COVID$-$19 pandemic, the unequal distribution and availability of these vaccines worldwide and the number of people infected in the world lead to the continuous emerg
Externí odkaz:
http://arxiv.org/abs/2110.01117
Publikováno v:
In Environmental Innovation and Societal Transitions June 2024 51
Autor:
Montalvo-Quiros, Sandra, Gomez-Grana, Sergio, Vallet-Regi, Maria, Prados-Rosales, Rafael C., Gonzalez, Blanca, Luque-Garcia, Jose L.
Publikováno v:
Colloids and Surfaces B: Biointerfaces, Volume 197, January 2021, 111405
Tuberculosis remains today a major public health issue with a total of 9 million new cases and 2 million deaths annually. The lack of an effective vaccine and the increasing emergence of new strains of Mycobacterium tuberculosis (Mtb) highly resistan
Externí odkaz:
http://arxiv.org/abs/2104.01649
We describe a model for $m$ vertex reinforced interacting random walks on complete graphs with $d\geq 2$ vertices. The transition probability of a random walk to a given vertex depends exponentially on the proportion of visits made by all walks to th
Externí odkaz:
http://arxiv.org/abs/2012.14598
Publikováno v:
Stochastic Process. Appl., 160, 2023, 72-88
We consider two interacting random walks on $\mathbb{Z}$ such that the transition probability of one walk in one direction decreases exponentially with the number of transitions of the other walk in that direction. The joint process may thus be seen
Externí odkaz:
http://arxiv.org/abs/2005.00666