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  • Lectures on the Large Deviation Principle

    2017-3-25 · Large Deviation Theory allows us to formulate a variant of (1.4) that is well-de ned and can be established rigorously. The point is that if we take a small Brownian trajectoryp 'x() and force it to be near a given y2, then for y6= 0 this is a rare event and the energy of such trajectory is so large that dominates the probability of its ...

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  • Large-Scale Point Cloud Semantic Segmentation With ...

    2018-6-11 · Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs Loic Landrieu1⋆, Martin Simonovsky2⋆ 1 Universite Paris-Est, LASTIG MATIS IGN, ENSG´ 2 Universit´e Paris-Est, Ecole des Ponts ParisTech [email protected], [email protected] Abstract We propose a novel deep learning-based framework to

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