Yann LeCunyann.lecun.com/exdb/publis/pdf/lecun-89e.pdf ·  · 2004-12-20backpropagation. This is...

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Transcript of Yann LeCunyann.lecun.com/exdb/publis/pdf/lecun-89e.pdf ·  · 2004-12-20backpropagation. This is...

Page 1: Yann LeCunyann.lecun.com/exdb/publis/pdf/lecun-89e.pdf ·  · 2004-12-20backpropagation. This is in contrast with earlier work (Denker et al. ... All experiments were done using
Page 2: Yann LeCunyann.lecun.com/exdb/publis/pdf/lecun-89e.pdf ·  · 2004-12-20backpropagation. This is in contrast with earlier work (Denker et al. ... All experiments were done using
Page 3: Yann LeCunyann.lecun.com/exdb/publis/pdf/lecun-89e.pdf ·  · 2004-12-20backpropagation. This is in contrast with earlier work (Denker et al. ... All experiments were done using
Page 4: Yann LeCunyann.lecun.com/exdb/publis/pdf/lecun-89e.pdf ·  · 2004-12-20backpropagation. This is in contrast with earlier work (Denker et al. ... All experiments were done using
Page 5: Yann LeCunyann.lecun.com/exdb/publis/pdf/lecun-89e.pdf ·  · 2004-12-20backpropagation. This is in contrast with earlier work (Denker et al. ... All experiments were done using
Page 6: Yann LeCunyann.lecun.com/exdb/publis/pdf/lecun-89e.pdf ·  · 2004-12-20backpropagation. This is in contrast with earlier work (Denker et al. ... All experiments were done using
Page 7: Yann LeCunyann.lecun.com/exdb/publis/pdf/lecun-89e.pdf ·  · 2004-12-20backpropagation. This is in contrast with earlier work (Denker et al. ... All experiments were done using
Page 8: Yann LeCunyann.lecun.com/exdb/publis/pdf/lecun-89e.pdf ·  · 2004-12-20backpropagation. This is in contrast with earlier work (Denker et al. ... All experiments were done using
Page 9: Yann LeCunyann.lecun.com/exdb/publis/pdf/lecun-89e.pdf ·  · 2004-12-20backpropagation. This is in contrast with earlier work (Denker et al. ... All experiments were done using
Page 10: Yann LeCunyann.lecun.com/exdb/publis/pdf/lecun-89e.pdf ·  · 2004-12-20backpropagation. This is in contrast with earlier work (Denker et al. ... All experiments were done using
Page 11: Yann LeCunyann.lecun.com/exdb/publis/pdf/lecun-89e.pdf ·  · 2004-12-20backpropagation. This is in contrast with earlier work (Denker et al. ... All experiments were done using

Y LeCun MA Ranzato - CILVR at NYU – Computational Intelligence, Learning…  · 2016-01-27Y LeCun MA Ranzato Deep Learning ... Image recognition ... AI, Neuroscience, Cognitive

Y LeCun MA Ranzato - CILVR at NYU – Computational Intelligence, Learning…  · 2016-01-27Y LeCun MA Ranzato Deep Learning ... Image recognition ... AI, Neuroscience, Cognitive

OverFeat: Integrated Recognition, Localization and Detection ...yann.lecun.com/exdb/publis/pdf/sermanet-iclr-14.pdfThis integrated framework is the winner of the localization task

OverFeat: Integrated Recognition, Localization and Detection ...yann.lecun.com/exdb/publis/pdf/sermanet-iclr-14.pdfThis integrated framework is the winner of the localization task

Transformation Invariance in Pattern Recognition - Yann LeCun

Transformation Invariance in Pattern Recognition - Yann LeCun

Efficient Algorithms for Matching Pedro Felzenszwalb Trevor Darrell Yann LeCun Alex Berg.

Efficient Algorithms for Matching Pedro Felzenszwalb Trevor Darrell Yann LeCun Alex Berg.

NeuFlow: A Runtime Reconfigurable Dataflow Processor for Visionyann.lecun.com/exdb/publis/pdf/farabet-ecvw-11.pdf · Invited Paper NeuFlow: A Runtime Reconfigurable Dataflow Processor

NeuFlow: A Runtime Reconfigurable Dataflow Processor for Visionyann.lecun.com/exdb/publis/pdf/farabet-ecvw-11.pdf · Invited Paper NeuFlow: A Runtime Reconfigurable Dataflow Processor

Discriminative Recurrent Sparse Auto-Encodersyann.lecun.com/exdb/publis/pdf/rolfe-lecun-iclr-13.pdf · 2013-04-21 · Discriminative Recurrent Sparse Auto-Encoders Jason Tyler Rolfe

Discriminative Recurrent Sparse Auto-Encodersyann.lecun.com/exdb/publis/pdf/rolfe-lecun-iclr-13.pdf · 2013-04-21 · Discriminative Recurrent Sparse Auto-Encoders Jason Tyler Rolfe

NIPS'2015 Tutorial Geoff Hinton, Yoshua Bengio & Yann LeCun

NIPS'2015 Tutorial Geoff Hinton, Yoshua Bengio & Yann LeCun

Neural Networks and Deep Learning Slides credit: Geoffrey Hinton and Yann LeCun.

Neural Networks and Deep Learning Slides credit: Geoffrey Hinton and Yann LeCun.

Learning Maneuver Dictionaries for Ground Robot Planningyann.lecun.com/exdb/publis/pdf/sermanet-isr-08.pdf · Learning Maneuver Dictionaries for Ground Robot Planning ... Optimal

Learning Maneuver Dictionaries for Ground Robot Planningyann.lecun.com/exdb/publis/pdf/sermanet-isr-08.pdf · Learning Maneuver Dictionaries for Ground Robot Planning ... Optimal

Gradient-Based Learning Applied to Document - Yann LeCun

Gradient-Based Learning Applied to Document - Yann LeCun

Yann LeCun’s important paperyann.lecun.com/exdb/publis/pdf/lecun-88.pdf ·  · 2004-12-20Among all the supervised learning algo- rithms, back propagation (BP) is proba- bly the

Yann LeCun’s important paperyann.lecun.com/exdb/publis/pdf/lecun-88.pdf ·  · 2004-12-20Among all the supervised learning algo- rithms, back propagation (BP) is proba- bly the

BOARD OF GOVERNORS Memorandum - McGill University€¦ · Brian Fetherstonhaugh, Chairman and Chief Executive Officer, OgilvyOne Worldwide • Yann LeCun, Director of AI Research,

BOARD OF GOVERNORS Memorandum - McGill University€¦ · Brian Fetherstonhaugh, Chairman and Chief Executive Officer, OgilvyOne Worldwide • Yann LeCun, Director of AI Research,

Learning Deep Architectures for AI - University of Pittsburghpeople.cs.pitt.edu/~huynv/research/deep-nets/Learning Deep Architectures for AI.pdfzato, Poultney, Chopra, & LeCun, 2007),

Learning Deep Architectures for AI - University of Pittsburghpeople.cs.pitt.edu/~huynv/research/deep-nets/Learning Deep Architectures for AI.pdfzato, Poultney, Chopra, & LeCun, 2007),

Large-Scale Machine Learning - New York University LeCun Large-Scale Machine Learning Large-Scale Machine Learning John Langford Yann LeCun Microsoft Research Courant Institute John

Large-Scale Machine Learning - New York University LeCun Large-Scale Machine Learning Large-Scale Machine Learning John Langford Yann LeCun Microsoft Research Courant Institute John

yann.lecun.comyann.lecun.com/exdb/publis/pdf/lecun-kanter-solla-91.pdf · The application of statistical-physics methods to the ... In this paper we derive rigorous results for a

yann.lecun.comyann.lecun.com/exdb/publis/pdf/lecun-kanter-solla-91.pdf · The application of statistical-physics methods to the ... In this paper we derive rigorous results for a

DjVu: Analyzing and Compressing Scanned Documents for ...yann.lecun.com/exdb/publis/pdf/haffner-99.pdfDjVu: Analyzing and Compressing Scanned Documents for Internet Distribution Patrick

DjVu: Analyzing and Compressing Scanned Documents for ...yann.lecun.com/exdb/publis/pdf/haffner-99.pdfDjVu: Analyzing and Compressing Scanned Documents for Internet Distribution Patrick

Bertrand LeCun Operations Research bertrandlc@google · If M1

Bertrand LeCun Operations Research bertrandlc@google · If M1

Lecun 20060816-ciar-01-energy based learning

Lecun 20060816-ciar-01-energy based learning

"Convolutional Networks: Unleashing the Potential of Machine Learning for Robust Perception Systems," a Presentation from Yann LeCun of Facebook and NYU

"Convolutional Networks: Unleashing the Potential of Machine Learning for Robust Perception Systems," a Presentation from Yann LeCun of Facebook and NYU

Lecture 1: Introduction to Deep LearningEvolution of ConvNets • LeNet (LeCun, 1998) – Basic structures: convolution, max-pooling, softmax • Alexnet (Krizhevsky et.al 2012) –

Lecture 1: Introduction to Deep LearningEvolution of ConvNets • LeNet (LeCun, 1998) – Basic structures: convolution, max-pooling, softmax • Alexnet (Krizhevsky et.al 2012) –