Visualizing and Understanding Convolutional Networks

A Fast Learning Algorithm for Deep Belief Nets

2006 • 15,378 citations

Visualizing and Understanding Convolutional Networks

2014 • 14,349 citations

Backpropagation Applied to Handwritten Zip Code Recognition

1989 • 10,538 citations

Extracting and composing robust features with denoising autoencoders

2008 • 6,787 citations

Improving neural networks by preventing co-adaptation of feature detectors

2012 • 6,503 citations

Greedy Layer-Wise Training of Deep Networks

2007 • 4,621 citations

One-shot learning of object categories

2006 • 2,897 citations

Linear spatial pyramid matching using sparse coding for image classification

2009 • 2,845 citations

Unbiased look at dataset bias

2011 • 2,320 citations

What is the best multi-stage architecture for object recognition?

2009 • 2,137 citations

Adaptive deconvolutional networks for mid and high level feature learning

2011 • 1,211 citations

DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition

2013 • 343 citations

Tiled convolutional neural networks

2010 • 312 citations

Co-occurrence Histograms of Oriented Gradients for Pedestrian Detection

2009 • 239 citations

Multipath Sparse Coding Using Hierarchical Matching Pursuit

2013 • 211 citations

Efficient learning of sparse, distributed, convolutional feature representations for object recognition

2011 • 116 citations