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PetroBERT: A Domain Adaptation Language Model for Oil and Gas Applications in Portuguese
(2022-01-01)
This work proposes the PetroBERT, which is a BERT-based model adapted to the oil and gas exploration domain in Portuguese. PetroBERT was pre-trained using the Petrolês corpus and a private daily drilling report corpus over ...
Self-adaptive Systems: Facilitating the Use of Combinatorial Problem Solvers
(Springer Verlag, 2014)
Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers
(2021-01-01)
Deep learning (DL) has been the primary approach used in various computer vision tasks due to its relevant results achieved on many tasks. However, on real-world scenarios with partially or no labeled data, DL methods are ...
Evaluation of the impact of domain adaptation on segmentation of Multiple Sclerosis lesions in MRI
(2021-01-01)
Multiple Sclerosis (MS) is a chronic and inflammatory disorder that causes degeneration of axons in brain white matter and spinal cord. Magnetic Resonance Imaging (MRI) is extensively used to identify MS lesions and evaluate ...
Structural and functional characterization of a cold adapted TPM-domain with ATPase/ADPase activity
(Elsevier, 2016-11)
The Pfam PF04536 TPM_phosphatase family is a broadly conserved family of domains found across prokaryotes, plants and invertebrates. Despite having a similar protein fold, members of this family have been implicated in ...
Semantic segmentation with multi-source domain adaptation for radiological images
(Universidade Federal de Minas GeraisBrasilICX - DEPARTAMENTO DE CIÊNCIA DA COMPUTAÇÃOPrograma de Pós-Graduação em Ciência da ComputaçãoUFMG, 2020-07-21)
Distinct digitization techniques for biomedical images yield different visual patterns in samples from many radiological exams. These differences may hamper the use of data-driven Machine Learning approaches for inference ...
An adaptive choice of primal constrains for BDDC domain decomposition algorithms
(2016-12-12)
An adaptive choice for primal spaces based on parallel sums is developed for BDDC deluxe methods and elliptic problems in three dimensions. The primal space, which forms the global, coarse part of the domain decomposition ...
An adaptive choice of primal constrains for BDDC domain decomposition algorithms
(2016-12-12)
An adaptive choice for primal spaces based on parallel sums is developed for BDDC deluxe methods and elliptic problems in three dimensions. The primal space, which forms the global, coarse part of the domain decomposition ...