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semi-supervised learning has proven to be a powerful paradigm for leveraging unlabeled data to mitigate the reliance on large labeled datasets . in this work , we unify the current dominant approaches for semi-supervised learning to produce a new algorithm , mixmatch , that works by guessing low-entropy labels for data... |
intensity-modulated radiation therapy ( imrt ) can sculpt the high-dose volume around the site of disease with hitherto unachievable precision . conformal avoidance of normal tissues goes hand in hand with this . inhomogeneous dose painting is possible . the technique has become a clinical reality and is likely to be t... |
conservation equations . thermodynamics of irreversible processes : the linear region . nonlinear thermodynamics . systems involving chemical reactions and diffusion-stability . mathematical tools . simple autocatalytic models . some further aspects of dissipative structures and self-organization phenomena . general co... |
"deep architectures have demonstrated state-of-the-art results in a variety of settings , especially(...TRUNCATED) |
"the rapid uptake of mobile devices and the rising popularity of mobile applications and services po(...TRUNCATED) |
"we define an invariant $ abla_g ( m ) $ of pairs m , g , where m is a 3-manifold obtained by surger(...TRUNCATED) |
"we study the orbits of g=gl ( v ) in the enhanced nilpotent cone , where is the variety of nilpoten(...TRUNCATED) |
"we consider open-domain question answering ( qa ) where answers are drawn from either a corpus , a (...TRUNCATED) |
"abstract background motor vehicle emissions contribute nearly a quarter of the world 's energy-rela(...TRUNCATED) |
"this report is a terminal evaluation of a un environment-gef project implemented between 2011 and 2(...TRUNCATED) |
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