Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations
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References (27)
Reducing the Dimensionality of Data with Neural Networks
2006 • 18,756 citations
A Fast Learning Algorithm for Deep Belief Nets
2006 • 15,378 citations
Backpropagation Applied to Handwritten Zip Code Recognition
1989 • 10,538 citations
Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories
2006 • 7,849 citations
Emergence of simple-cell receptive field properties by learning a sparse code for natural images
1996 • 5,674 citations
Training Products of Experts by Minimizing Contrastive Divergence
2002 • 4,852 citations
Greedy Layer-Wise Training of Deep Networks
2007 • 4,621 citations
Neural Information Processing Systems
2018 • 2,396 citations
The “independent components” of natural scenes are edge filters
1997 • 2,268 citations
Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories
2005 • 2,076 citations
Self-taught learning
2007 • 1,522 citations
Hierarchical Bayesian inference in the visual cortex
2003 • 1,476 citations
Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition
2007 • 1,109 citations
SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Category Recognition
2006 • 1,078 citations
Efficient Learning of Sparse Representations with an Energy-Based Model
2007 • 1,055 citations
Untitled
1986 • 961 citations
Sparse deep belief net model for visual area V2
2007 • 912 citations
Shape Matching and Object Recognition Using Low Distortion Correspondences
2005 • 865 citations
Modeling Human Motion Using Binary Latent Variables
2007 • 712 citations
Large-scale deep unsupervised learning using graphics processors
2009 • 672 citations
Learning The Discriminative Power-Invariance Trade-Off
2007 • 521 citations
Multiclass Object Recognition with Sparse, Localized Features
2006 • 471 citations
Deep learning via semi-supervised embedding
2008 • 373 citations
Representation of Angles Embedded within Contour Stimuli in Area V2 of Macaque Monkeys
2004 • 275 citations
Shift-invariant sparse coding for audio classification
2007 • 156 citations
Deep Learning with Kernel Regularization for Visual Recognition
2008 • 85 citations
Model-based vision.
1984 • 11 citations
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