Unsupervised Learning of Spatiotemporally Coherent Metrics

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Learning invariant features through topographic filter maps

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Learning multiple layers of features from tiny images

A. Krizhevsky · 2009

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Deep learning from temporal coherence in video

H. Mobahi, R. Collobert, and J. Weston · 2009

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Learning fast approximations of sparse coding

K. Gregor and Y. LeCun · 2010

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Contractive auto-encoders: Explicit invariance during feature extraction

S. Rifai, P. Vincent, X. Muller, X. Galrot, and Y. Bengio · 2011

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Representation learning: A review and new perspectives

Y. Bengio, A. C. Courville, and P. Vincent · 2012

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Imagenet classification with deep convolutional neural networks

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Deep learning of invariant features via simulated fixations in video

Original

W. Zou, S. Zhu, K. Yu, and A. Y. Ng · 2012

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Invariant scattering convolution networks

J. Bruna and S. Mallat · 2013

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Maxout networks

I. J. Goodfellow, D. Warde-Farley, M. Mirza, A. Courville, and Y. Bengio · 2013

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Saturating auto-encoders

R. Goroshin and Y. LeCun · 2013

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Signal recovery from pooling representations

J. Bruna, A. Szlam, and Y. LeCun · 2014

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