开课单位--法国国家信息与自动化研究所
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1Computer algebra for lattice path combinatorics[晶格路径组合的计算机代数]
Alin Bostan(法国国家信息与自动化研究所) Classifying lattice walks in restricted lattices is an important problem in enumerative combinatorics. Recently, computer algebra has been used to exp...
热度:113
Alin Bostan(法国国家信息与自动化研究所) Classifying lattice walks in restricted lattices is an important problem in enumerative combinatorics. Recently, computer algebra has been used to exp...
热度:113
2Large-scale and larger-scale image search[大规模和大规模的图像搜索]
Hervé Jégou(法国国家信息与自动化研究所) The first part of this tutorial, dedicated to large-scale image retrieval, will first introduce the typical use-cases and the datasets used for evalua...
热度:94
Hervé Jégou(法国国家信息与自动化研究所) The first part of this tutorial, dedicated to large-scale image retrieval, will first introduce the typical use-cases and the datasets used for evalua...
热度:94
3Non-uniform Deblurring for Shaken Images[非均匀的去模糊图像动摇]
Oliver Whyte,;WILLOW; INRIA (法国国家信息与自动化研究所) Blur from camera shake is mostly due to the 3D rotation of the camera, resulting in a blur kernel that can be significantly non-uniform across the ima...
热度:189
Oliver Whyte,;WILLOW; INRIA (法国国家信息与自动化研究所) Blur from camera shake is mostly due to the 3D rotation of the camera, resulting in a blur kernel that can be significantly non-uniform across the ima...
热度:189
4Beyond stochastic gradient descent for large-scale machine learning[大规模机器学习的超越随机梯度下降]
Francis R. Bach(法国国家信息与自动化研究所) Many machine learning and signal processing problems are traditionally cast as convex optimization problems. A common difficulty in solving these prob...
热度:196
Francis R. Bach(法国国家信息与自动化研究所) Many machine learning and signal processing problems are traditionally cast as convex optimization problems. A common difficulty in solving these prob...
热度:196
5Learning with Submodular Functions: A Convex Optimization Perspective[子模函数学习:凸优化的一个视角]
Francis R. Bach(法国国家信息与自动化研究所) Submodular functions are relevant to machine learning for mainly two reasons: (1) some problems may be expressed directly as the optimization of submo...
热度:345
Francis R. Bach(法国国家信息与自动化研究所) Submodular functions are relevant to machine learning for mainly two reasons: (1) some problems may be expressed directly as the optimization of submo...
热度:345
6Active Set Algorithm for Structured Sparsity-Inducing Norm[结构化稀疏诱导范数的有效集算法]
Rodolphe Jenatton(法国国家信息与自动化研究所) We consider the empirical risk minimization problem for linear supervised learning, with regularization by structured sparsity-inducing norms. These a...
热度:253
Rodolphe Jenatton(法国国家信息与自动化研究所) We consider the empirical risk minimization problem for linear supervised learning, with regularization by structured sparsity-inducing norms. These a...
热度:253
7Clouds in San Francisco Bay Area[在旧金山海湾地区的云系统]
Christine Morin(法国国家信息与自动化研究所) Cloud computing has rapidly gained momentum in industry and research. The Silicon Valley is a unique ecosystem in the world with large companies like ...
热度:481
Christine Morin(法国国家信息与自动化研究所) Cloud computing has rapidly gained momentum in industry and research. The Silicon Valley is a unique ecosystem in the world with large companies like ...
热度:481
8On Image Contours of Projective Shapes[关于射影图形的图像轮廓]
Jean Ponce(法国国家信息与自动化研究所) This paper revisits classical properties of the outlines of solid shapes bounded by smooth surfaces, and shows that they can be established in a purel...
热度:192
Jean Ponce(法国国家信息与自动化研究所) This paper revisits classical properties of the outlines of solid shapes bounded by smooth surfaces, and shows that they can be established in a purel...
热度:192
9Dense Semi-rigid Scene Flow Estimation from RGBD Images[基于半稠密场景图像的刚体流估计]
Julián Quiroga(法国国家信息与自动化研究所) Scene flow is defined as the motion field in 3D space, and can be computed from a single view when using an RGBD sensor. We propose a new scene flow a...
热度:141
Julián Quiroga(法国国家信息与自动化研究所) Scene flow is defined as the motion field in 3D space, and can be computed from a single view when using an RGBD sensor. We propose a new scene flow a...
热度:141
10Programming the Semantic Web[语义网编程]
Fabien Gandon(法国国家信息与自动化研究所) The Semantic Web changes the way we deal with data, because assumptions about the nature of the data that we deal with differ substantially from the o...
热度:105
Fabien Gandon(法国国家信息与自动化研究所) The Semantic Web changes the way we deal with data, because assumptions about the nature of the data that we deal with differ substantially from the o...
热度:105