Zobrazeno 1 - 10
of 15 674
pro vyhledávání: '"A, Mouton"'
Autor:
Mouton, Coenraad, Rabe, Randle, Haasbroek, Daniël G., Theunissen, Marthinus W., Potgieter, Hermanus L., Davel, Marelie H.
It has been observed that the input space of deep neural network classifiers can exhibit `fragmentation', where the model function rapidly changes class as the input space is traversed. The severity of this fragmentation tends to follow the double de
Externí odkaz:
http://arxiv.org/abs/2411.04695
Traditional deep learning-based methods for classifying cellular features in microscopy images require time- and labor-intensive processes for training models. Among the current limitations are major time commitments from domain experts for accurate
Externí odkaz:
http://arxiv.org/abs/2411.02639
Autor:
Mion-Mouton, Martin
In this paper, we introduce a natural notion of constant curvature Lorentzian surfaces with conical singularities, and provide a large class of examples of such structures. We moreover initiate the study of their global rigidity, by proving that de-S
Externí odkaz:
http://arxiv.org/abs/2410.03260
In this paper we show that if a path structure has non-vanishing curvature at apoint then it has a canonical reduction to a Z/2Z-structure at a neighbourhood of thatpoint (in many cases it has a canonical parallelism). A simple implication of this re
Externí odkaz:
http://arxiv.org/abs/2406.11509
Autor:
Falbel, Elisha, Mion-Mouton, Martin
In this paper, we introduce a notion of geometric surgery for flag structures, which are geometric structures locally modelled on the three-dimensional flag space under the action of ${\mathrm{PGL}}_3(\mathbb{R})$. Using such surgeries we provide exa
Externí odkaz:
http://arxiv.org/abs/2406.02053
Autor:
Mouton, Coenraad
Understanding generalization in deep neural networks is an active area of research. A promising avenue of exploration has been that of margin measurements: the shortest distance to the decision boundary for a given sample or that sample's representat
Externí odkaz:
http://arxiv.org/abs/2405.17445
Autor:
Panagiotaki, Efimia, Reinmund, Tyler, Mouton, Stephan, Pitt, Luke, Shanthini, Arundathi Shaji, Tubby, Wayne, Towlson, Matthew, Sze, Samuel, Liu, Brian, Prahacs, Chris, De Martini, Daniele, Kunze, Lars
This paper introduces RobotCycle, a novel ongoing project that leverages Autonomous Vehicle (AV) research to investigate how road infrastructure influences cyclist behaviour and safety during real-world journeys. The project's requirements were defin
Externí odkaz:
http://arxiv.org/abs/2403.07789
Autor:
Léo-Paul Tricou, William Mouton, Andréa Cara, Sophie Trouillet-Assant, Daniel Bouvard, Frédéric Laurent, Alan Diot, Jérôme Josse
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)
Abstract Staphylococcus aureus main internalization mechanism in osteoblasts relies on a tripartite interaction between bacterial fibronectin-binding proteins, extracellular matrix soluble fibronectin, and osteoblasts’ β1 integrins. Caveolins, and
Externí odkaz:
https://doaj.org/article/43219f17f5b4416dbe0418f83e74c908
Autor:
Julian L. Coetzee, Nastassja L. Kriel, Johannes Loubser, Anzaan Dippenaar, Samantha L. Sampson, Stephanus T. Malherbe, Jacoba M. Mouton
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-12 (2024)
Abstract Current tuberculosis (TB) treatment is typically effective against drug-susceptible Mycobacterium tuberculosis, but can fail due to acquired drug resistance or phenotypic resistance. M. tuberculosis persisters, a subpopulation of viable but
Externí odkaz:
https://doaj.org/article/21ccafc9464c42ad8d77ac1c17e1885a
Understanding generalization in deep neural networks is an active area of research. A promising avenue of exploration has been that of margin measurements: the shortest distance to the decision boundary for a given sample or its representation intern
Externí odkaz:
http://arxiv.org/abs/2308.15466