开课单位--洛桑联邦理工学院
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Recovering Shape and Motion from Video Sequences[从视频序列中恢复形状和运动]
  Pascal Fua(洛桑联邦理工学院) In recent years, because cameras have become inexpensive and ever more prevalent, there has been increasing interest in video-based modeling of shape ...
热度:34

2
Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion[用于知识库完备的双曲知识图嵌入]
  Prodomos Kolyvakis(洛桑联邦理工学院) Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion
热度:39

3
Fast algorithms from low-rank updates{来自低秩更新的快速算法}
   Daniel Kressner,(洛桑联邦理工学院) The development of efficient numerical algorithms for solving large-scale linear systems is one of the success stories of numerical linear algebra tha...
热度:63

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Tracking Interacting Objects Optimally Using Integer Programming[用整数规划优化跟踪交互对象]
  Xinchao Wang(洛桑联邦理工学院) In this paper, we show that tracking different kinds of interacting objects can be formulated as a network-flow Mixed Integer Program. This is made po...
热度:26

5
Design Principles for Neuroprosthetics[对于神经义肢的设计原则]
  José del R. Millán(洛桑联邦理工学院) BCI holds a high, and perhaps bold, promise: human augmentation through the acquisition of new brain capabilities that will allow us to communicate an...
热度:56

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Effects of Stress and Genotype on Exploration-Exploitation Dynamics in Reinforcement Learning[压力和基因型对强化学习中勘探开发动态的影响]
  Gedi Lukšys(洛桑联邦理工学院) Stress and genetic background regulate different aspects of behavioral learning through the action of stress hormones and neuromodulators. Similarly, ...
热度:84

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Games, Time, and Probabilities: Models and Algorithms for System Design and Analysis[游戏、时间和概率:系统设计与分析的模型和算法]
  Henzinger Thomas A(洛桑联邦理工学院) Digital technology, from medical implants to drive-by-wire systems, is increasingly deployed in safety-critical situations. This calls for systematic...
热度:81

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Neighborhood-based Tag Prediction[基于邻域的标记预测]
  Adriana Budura(洛桑联邦理工学院) We consider the problem of tag prediction in collaborative tagging systems where users share and annotate resources on the Web. We put forward HAMLET,...
热度:35

9
Introduction and General Problem Statement[简介和一般问题陈述]
  Seeger Matthias W(洛桑联邦理工学院) Most machine learning (ML) algorithms rely fundamentally on concepts of numerical mathematics. Standard reductions to black-box computational primitiv...
热度:49

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PLSI: The True Fisher Kernel and Beyond[PLSI︰ 真正的费舍尔内核和超越]
  Emmanuel Eckard(洛桑联邦理工学院) The Probabilistic Latent Semantic Indexing model, introduced by T. Hofmann (1999), has engendered applications in numerous fields, notably document cl...
热度:51
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