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Why and When Can Deep-but Not Shallow-networks Avoid the Curse of Dimensionality: A Review 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 5, 页码: 503-519
作者:  Tomaso Poggio;  Hrushikesh Mhaskar;  Lorenzo Rosasco;  Brando Miranda;  Qianli Liao
浏览  |  Adobe PDF(1711Kb)  |  收藏  |  浏览/下载：175/27  |  提交时间：2021/02/23
Deep learning  fine-grained image classification  semantic segmentation  convolutional neural network (CNN)  recurrent neural network (RNN).  
Invariant representation for blur and down-sampling transformations 会议论文
2016 IEEE International Conference on Image Processing, 10.1109/ICIP.2016.7533029, Phonex, Arizona, USA, 2016.09.25-2016.09.28
作者:  Gu HX(谷鹄翔);  Leibo Joel;  Anselmi Fabio;  Chunhong Pan;  Tomaso Poggio
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Invariance Representation  Down-samppling