Publications

Papers and documents that you might find interesting to read as background material

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Deep Learning Papers and Documents

An ensemble of papers and documents that form the foundation of current day Deep Learning

Jan 12, 2019 - yann.lecun.com - 0

Gradient-Based Learning Applied to Document Recognition by Yann LeCun, Léon Bottou, Yoshua Bengio, and Patrick Haffner.

Jan 12, 2019 - yann.lecun.com - 0

Efficient BackProp by Yann LeCun, Léon Bottou, Geneviève B. Orr, and Klaus-Robert Müller

Jan 12, 2019 - taming.ai - 0

Introduction to Convolutional Neural Networks by Jianxin Wu

Jan 12, 2019 - docs.gimp.org - 0
Convolution Matrix

Here is a mathematician's domain. Most of filters are using convolution
matrix. With the Convolution Matrix filter, if the fancy takes you, you
can build a custom filter.

Jan 13, 2019 - taming.ai - 0

Understanding Convolutional Neural Networks with A Mathematical Model by C.-C. Jay Kuo
(original: https://arxiv.org/pdf/1609.04112.pdf)

Jan 13, 2019 - taming.ai - 0

Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
by Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun
(original: https://arxiv.org/pdf/1502.01852.pdf)

Jan 13, 2019 - ais.uni-bonn.de - 0

Evaluation of Pooling Operations in Convolutional Architectures for Object Recognition by Dominik Scherer, Andreas Müller, and Sven Behnke

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The 9 Deep Learning Papers You Need To Know About

From the superb introduction to Convolutional Neural Networks guide "A Beginner's Guide To Understanding Convolutional Neural Networks" by "Adit Deshpande": "The 9 Deep Learning Papers You Need To Know About"
(If you count well you'll see there are 11 PDFs, not 9 🙂 )

Src: https://adeshpande3.github.io/adeshpande3.github.io/A-Beginner's-Guide-To-Understanding-Convolutional-Neural-Networks/

Jan 14, 2019 - papers.nips.cc - 0

Paper accepted and presented at the Neural Information Processing Systems Conference (http://nips.cc/)

Jan 14, 2019 - cv-foundation.org - 0
Jan 14, 2019 - arxiv.org - 0
Jan 14, 2019 - arxiv.org - 0
Jan 14, 2019 - arxiv.org - 0
Jan 14, 2019 - arxiv.org - 0