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We present an integrated framework for using Convolutional Networks for classification, localization and detection.
Handwritten digit recognition with a back-propagation network
Y. LeCun, B. Boser, J. S. Denker, D. Henderson, R. E. Howard, W. Hubbard, and L. D. Jackel · 1990
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Reading handwritten digits: A zip code recognition system
O. Matan, J. Bromley, C. Burges, J. Denker, L. Jackel, Y. LeCun, E. Pednault, W. Satterfield, C. Stenard, and T. Thompson · 1992
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Original approach for the localisation of objects in images
R. Vaillant, C. Monrocq, and Y. LeCun · 1994
Earlier work this paper cites.
A convolutional neural network hand tracker
S. Nowlan and J. Platt · 1995
Earlier work this paper cites.
Gradient-based learning applied to document recognition
Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner · 1998
Earlier work this paper cites.
Convolutional face finder: A neural architecture for fast and robust face detection
C. Garcia and M. Delakis · 2004
Earlier work this paper cites.
Learning methods for generic object recognition with invariance to pose and lighting
Y. LeCun, F.-J. Huang, and L. Bottou · 2004
Earlier work this paper cites.
Toward automatic phenotyping of developing embryos from videos
F. Ning, D. Delhomme, Y. LeCun, F. Piano, L. Bottou, and P. Barbano · 2005
Earlier work this paper cites.
Synergistic face detection and pose estimation with energy-based models
M. Osadchy, Y. LeCun, and M. Miller · 2007
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Text detection with convolutional neural networks
M. Delakis and C. Garcia · 2008
Earlier work this paper cites.
ImageNet: A Large-Scale Hierarchical Image Database
J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei · 2009
Cited alongside, same era.
Learning long-range vision for autonomous off-road driving
R. Hadsell, P. Sermanet, M. Scoffier, A. Erkan, K. Kavackuoglu, U. Muller, and Y. LeCun · 2009
Cited alongside, same era.
What is the best multi-stage architecture for object recognition?
K. Jarrett, K. Kavukcuoglu, M. Ranzato, and Y. LeCun · 2009
Cited alongside, same era.
Category independent object proposals
I. Endres and D. Hoiem · 2010
Cited alongside, same era.
Transforming auto-encoders
G. E. Hinton, A. Krizhevsky, and S. D. Wang · 2011
Cited alongside, same era.
Traffic sign recognition with multi-scale convolutional networks
P. Sermanet and Y. LeCun · 2011
Cited alongside, same era.
Multi-column deep neural networks for image classification
D. C. Ciresan, J. Meier, and J. Schmidhuber · 2012
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Improving neural networks by preventing co-adaptation of feature detectors
G. Hinton, N. Srivastave, A. Krizhevsky, I. Sutskever, and R. R. Salakhutdinov · 2012
Later among the works it cites.
Imagenet classification with deep convolutional neural networks
A. Krizhevsky, I. Sutskever, and G. Hinton · 2012
Later among the works it cites.
Convolutional neural networks applied to house numbers digit classification
P. Sermanet, S. Chintala, and Y. LeCun · 2012
Later among the works it cites.
Learning hierarchical features for scene labeling
C. Farabet, C. Couprie, L. Najman, and Y. LeCun · 2013
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Fast image scanning with deep max-pooling convolutional neural networks
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Pose-sensitive embedding by nonlinear nca regression
G. Taylor, R. Fergus, G. Williams, I. Spiro, and C. Bregler · 2011
Cited alongside, same era.
Learning invarance through imitation
G. Taylor, I. Spiro, C. Bregler, and R. Fergus · 2011
Cited alongside, same era.
Object recognition by sequential figure-ground ranking
J. Carreira, F. Li, and C. Sminchisescu · 2012
Cited alongside, same era.
Constrained parametric min-cuts for automatic object segmentation, release 1
J. Carreira and C. Sminchisescu
Cited in the paper.
Supervised learning of image restoration with convolutional networks
V. Jain, J. F. Murray, F. Roth, S. Turaga, V. Zhigulin, K. Briggman, M. Helmstaedter, W. Denk, and H. S. Seung
Cited in the paper.
A. Giusti, D. C. Ciresan, J. Masci, L. M. Gambardella, and J. Schmidhuber · 2013
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Prime object proposals with randomized prim’s algorithm
S. Manen, M. Guillaumin, and L. Van Gool · 2013
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Pedestrian detection with unsupervised multi-stage feature learning
P. Sermanet, K. Kavukcuoglu, S. Chintala, and Y. LeCun · 2013
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Selective search for object recognition
J. R. R. Uijlings, K. E. A. van de Sande, T. Gevers, and A. W. M. Smeulders · 2013
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