What is the Best Feature Learning Procedure in Hierarchical Recognition Architectures?

arXiv: Computer Vision and Pattern Recognition, Volume abs/1606.01535, 2016.

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Abstract:

(This paper was written in November 2011 and never published. It is posted on arXiv.org in its original form in June 2016). Many recent object recognition systems have proposed using a two phase training procedure to learn sparse convolutional feature hierarchies: unsupervised pre-training followed by supervised fine-tuning. Recent result...More

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