开课单位--慕尼黑大学
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Adversarial Attacks on Neural Networks for Graph Data[神经网络对图数据的对抗攻击]
Daniel Zügner(慕尼黑大学) Deep learning models for graphs have achieved strong performance for the task of node classification. Despite their proliferation, currently there is ...
热度:37
Daniel Zügner(慕尼黑大学) Deep learning models for graphs have achieved strong performance for the task of node classification. Despite their proliferation, currently there is ...
热度:37
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LSD-SLAM: Large-Scale Direct Monocular SLAM[LSD-SLAM:大范围直接单眼SLAM]
Jakob Engel(慕尼黑大学) We propose a direct (feature-less) monocular SLAM algorithm which, in contrast to current state-of-the-art regarding direct methods, allows to build l...
热度:64
Jakob Engel(慕尼黑大学) We propose a direct (feature-less) monocular SLAM algorithm which, in contrast to current state-of-the-art regarding direct methods, allows to build l...
热度:64
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Multi-view Pictorial Structures for 3D Human Pose Estimation[三维人体姿态估计的多视图图形结构]
Sikandar Amin(慕尼黑大学) Pictorial structure models are the de facto standard for 2D human pose estimation. Numerous refinements and improvements have been proposed such as di...
热度:47
Sikandar Amin(慕尼黑大学) Pictorial structure models are the de facto standard for 2D human pose estimation. Numerous refinements and improvements have been proposed such as di...
热度:47
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Mobility Promotes and Jeopardizes Biodiversity in Rock-Paper-Scissors Games[流动性推动和剪刀,石头,布游戏危害到生物多样性]
Tobias Reichenbach(慕尼黑大学) Counterintuitive to a naive understanding of Darwinian evolution, where among two interacting species one is expected to be fitter than the other and ...
热度:37
Tobias Reichenbach(慕尼黑大学) Counterintuitive to a naive understanding of Darwinian evolution, where among two interacting species one is expected to be fitter than the other and ...
热度:37
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Relation-Prediction in Multi-Relational Domains using Matrix-Factorization[基于矩阵分解的多关系域关系预测]
Hans-Peter Kriegel; Stefan-Hagen Weber;Christoph Lippert; Yi Huang; Matthias Schubert, Volker Tresp(慕尼黑大学)
热度:57
Hans-Peter Kriegel; Stefan-Hagen Weber;Christoph Lippert; Yi Huang; Matthias Schubert, Volker Tresp(慕尼黑大学)
热度:57
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Combining near-optimal feature selection with gSpan[将近似最佳特征选择与gSpan相结合]
Marisa Thoma(慕尼黑大学) Graph classification is an increasingly important step in numerous application domains, such as function prediction of molecules and proteins, compute...
热度:55
Marisa Thoma(慕尼黑大学) Graph classification is an increasingly important step in numerous application domains, such as function prediction of molecules and proteins, compute...
热度:55
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Fast Inference in Infinite Hidden Relational Models[无限隐藏关系模型中的快速推理]
Zhao Xu(慕尼黑大学) Relational learning is an area of growing interest in machine learning (Dzeroski & Lavrac, 2001; Friedman et al., 1999; Raedt & Kersting, 2003). Xu ...
热度:34
Zhao Xu(慕尼黑大学) Relational learning is an area of growing interest in machine learning (Dzeroski & Lavrac, 2001; Friedman et al., 1999; Raedt & Kersting, 2003). Xu ...
热度:34
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Robustness and Generalizability for Markovian Samples[马尔可夫样本的鲁棒性和广义性]
Zhao Xu(慕尼黑大学) We consider robustness of learning algorithms and prove that under a very general setup, robustness of an algorithm implies that it generalizes, and c...
热度:64
Zhao Xu(慕尼黑大学) We consider robustness of learning algorithms and prove that under a very general setup, robustness of an algorithm implies that it generalizes, and c...
热度:64
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