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4
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Unsupervised Learning of Feature Hierarchies
– Marc'Aurelio Ranzato
- 2009
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Learning Feature Hierarchies . . .
– Koray Kavukcuoglu
- 2011
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56
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What is the Best Multi-Stage Architecture for Object Recognition?
– Kevin Jarrett, Koray Kavukcuoglu, Yann Lecun
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UNSUPERVISED FEATURE LEARNING VIA SPARSE HIERARCHICAL REPRESENTATIONS
– Honglak Lee
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7
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Are Sparse Representations Really Relevant for Image Classification?
– Roberto Rigamonti, Matthew A. Brown, Vincent Lepetit
- 2011
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On the Relevance of Sparsity for Image Classification ⋆
– Roberto Rigamonti, Vincent Lepetit, Germán González, Engin Türetken, Fethallah Benmansour, Matthew Brown, Pascal Fua
- 2012
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Large-scale FPGA-based . . .
– Clément Farabet, Yann LeCun, Koray Kavukcuoglu, Eugenio Culurciello, Berin Martini, Polina Akselrod, Selcuk Talay
- 2011
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21
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Fast inference in sparse coding algorithms with applications to object recognition
– Koray Kavukcuoglu, Yann Lecun
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15
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Factored 3-Way Restricted Boltzmann Machines For Modeling Natural Images
– Marc' Aurelio Ranzato, Alex Krizhevsky, Geoffrey E. Hinton
- 2010
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Is Sparsity Really Relevant for Image Classification?
– Roberto Rigamonti, et al.
- 2010
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7
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Learning Convolutional Feature Hierarchies for Visual Recognition
– Koray Kavukcuoglu, Pierre Sermanet, Y-lan Boureau, Karol Gregor, Michaël Mathieu, Yann Lecun
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1
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NeuFlow: A Runtime Reconfigurable Dataflow Processor for Vision
– Clément Farabet, et al.
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65
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Unsupervised learning of invariant feature hierarchies with application to object recognition.” CVPR, 2007. 1 Data Driven HMC Algorithm. DDHMC (motion-based proposals) 1: Initialize chain with τo 2: for i = 1 to nsamples do 3: // 1. Data-Driven: Get Propo
– Fu-jie Huang, Y-lan Boureau, Yann Lecun
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3
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Convolutional Networks and Applications in Vision
– Yann Lecun, Koray Kavukcuoglu, Clément Farabet
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Learning Mid-Level features . . .
– Y-lan Boureau, Francis Bach, Yann Lecun , Jean Ponce
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6
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A Theoretical Analysis of Feature Pooling in Visual Recognition
– Y-Lan Boureau, Jean Ponce, Yann Lecun
- 2010
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4
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Ask the locals: multi-way local pooling for image recognition
– Y-lan Boureau, Nicolas Le Roux, Francis Bach, Jean Ponce
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2
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doi:10.1145/2001269.2001295 Unsupervised Learning of Hierarchical Representations with Convolutional Deep Belief Networks
– Honglak Lee, Roger Grosse, Rajesh Ranganath, Andrew Y. Ng
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6
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Convolutional Learning of Spatio-temporal Features
– Graham W. Taylor, Rob Fergus, Yann Lecun, Christoph Bregler
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