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26篇 您的检索式:作者名="POGGIO Tomaso"
    题名 作者 年代 出处 被引量
1Why and When Can Deep-but Not Shallow-networks Avoid the Curse of Dimensionality: A Review显示文摘The paper reviews and extends an emerging body of theoretical results on deep learning including the conditions under which it can be exponentially better than shallow learning. A class of deep convolutional networks represent an important special case of these conditions, though weight sharing is not the main reason for their exponential advantage. Implications of a few key theorems are discussed, together with new results, open problems and conjectures.Tomaso Poggio Hrushikesh Mhaskar Lorenzo Rosasco Brando Miranda Qianli Liao 2017International Journal of Automation and computing2017,14,5:6
2On edge detection显示文摘Torre Vincent Poggio Tomaso A 1986IEEE Transactions on Pattern Analysis and Machine Intelligence1986,8,2:1
3General ccnditions for predictivity in learning theory显示文摘POGGIO Tomaso RIFKIN Ryan MUKHERJEE Sayan 2004Nature2004,428,:1
4Linear object classes and image synthesis from a single example image显示文摘Thomas Vetter Tomaso Poggio 1997IEEE Transaction on Pattern Analysis and Machine Intelligence1997,19,7:1
5Regularization Networks and Support Vector Machines显示文摘Theodoros Evgeniou Massimiliano Pontil Tomaso Poggio 2000Advances in Computational Mathematics2000,,1:1
6Regularization Networks and Support Vector Machines显示文摘Theodoros Evgeniou Massimiliano Pontil Tomaso Poggio 2000Advances in Computational Mathematics2000,,1:1
7On edge detection显示文摘Vincent Torre Tomaso Poggio A 1986IEEE Trans Pattern Analysis and Machine Intelligence1986,8,2:1
8Hierarchical models of object recognition in cortex 显示文摘Maximilian Riesenhuber Tomaso Poggio 1999Nature Neuroscience1999,2,11:1
9Face recognition: feature versus templates显示文摘Roberto Brunelli Tomaso Poggio 1993IEEE Transactions on Pattern Analysis and Machine Intelligence1993,15,10:1
10Example-based object detection in images by components 显示文摘Anuj Mohan Constantine Papageorgiou Tomaso Poggio 2001IEEE Trans Pattern Analysis and Machine Intelligence2001,23,4:1
11Linear Object Classes and Image Synthesis From a Single Example Image显示文摘Thomas Vetter Tomaso Poggio 1997IEEE TRANS- ACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE1997,19,7:1
12Example-based Object Detection in Images by Components显示文摘Anuj Mohan Constantine Papageorgiou Tomaso Poggio 2001IEEE Transactions on Pattern Analysis and Machine Intelligence2001,23,4:1
13Pedestrian Detection Using Wavelet Templates 显示文摘Michael Oren Constantine Papageorgiou Pawan Sinha Edgar Osuna Tomaso Poggio 1997IEEE International Conference on Computer Vision and Pattern Recognition (CVPR)1997,,0:1
14Example-based learning for view-based human face detection显示文摘Sung Kahkay Tomaso Poggio 1998IEEE Transactions on Pattern Analysis and Machine Intelligence1998,20,1:1
15Networks for approximation and learning 显示文摘Tomaso Poggio Federico Girosi 1990Proceedings of the IEEE1990,78,9:1
16Linear Object Classes and Image Synthesis From a Single Example Image 显示文摘Thomas Vetter Tomaso Poggio 1997IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE1997,19,7:1
17Hierarchical models of object recognition in cortex 显示文摘Maximilian Resenhuber and Tomaso Poggio 1999Nature Neuroscience 21999,,:1
18The Mathematics of Learning:Dealing with Data显示文摘Tomaso Poggio Steve Smale 0,,05:1
19Example-based learning for Human Face Detection显示文摘 Tomaso Poggio 1998IEEE Transactions on Pattern Analysis and Machine Intelligence1998,20,1:1
20Regularization Networks and Support Vector Machines显示文摘Theodoros Evgeniou Massimiliano Pontil Tomaso Poggio 2000Advances in Computational Mathematics2000,,1:1
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