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Margin Losses for Training Conditional Random Fields
Journal of Mathematical Imaging and Vision, 2016zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Ahmadi, Ehsan, Azimifar, Zohreh
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Neural Gaussian Conditional Random Fields
2014We propose a Conditional Random Field (CRF) model for structured regression. By constraining the feature functions as quadratic functions of outputs, the model can be conveniently represented in a Gaussian canonical form. We improved the representational power of the resulting Gaussian CRF (GCRF) model by (1) introducing an adaptive feature function ...
Vladan Radosavljevic +2 more
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Temperature field in random conditions
International Journal of Heat and Mass Transfer, 1991Abstract A probabilistic finite-element approach for modelling the temperature field in structures is proposed. The theoretical formulation of the problem is described. It presents probabilistic distributions for temperature taking into account the random thermal properties of material.
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Neural conditional random fields
2010We propose a non-linear graphical model for structured prediction. It combines the power of deep neural networks to extract high level features with the graphical framework of Markov networks, yielding a powerful and scalable probabilistic model that we apply to signal labeling tasks.
Do, Trinh Minh Tri, Artières, Thierry
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Hidden conditional random fields for face recognition
SPIE Proceedings, 2013This paper proposes a hidden conditional random field(HCRF) model for face recognition. Face images are separated as a series of block and 2D-DCT feature vectors is extracted in each block. Libsvm is used as a local discriminative model that outputs the association of the feature vectors with latent variables.
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Chunking in Turkish with Conditional Random Fields
2015In this paper, we report our work on chunking in Turkish. We used the data that we generated by manually translating a subset of the Penn Treebank. We exploited the already available tags in the trees to automatically identify and label chunks in their Turkish translations.
Yıldız, Olcay Taner +3 more
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Integrative oncology: Addressing the global challenges of cancer prevention and treatment
Ca-A Cancer Journal for Clinicians, 2022Jun J Mao,, Msce +2 more
exaly
Radiotheranostics in oncology: Making precision medicine possible
Ca-A Cancer Journal for Clinicians, 2023Eric Aboagye
exaly
Genetic testing in prostate cancer management: Considerations informing primary care
Ca-A Cancer Journal for Clinicians, 2022Veda N Giri +2 more
exaly