Yann LeCun’s important paperyann.lecun.com/exdb/publis/pdf/lecun-88.pdf ·  · 2004-12-20Among...

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Transcript of Yann LeCun’s important paperyann.lecun.com/exdb/publis/pdf/lecun-88.pdf ·  · 2004-12-20Among...

Page 1: 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
Page 2: 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
Page 3: 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
Page 4: 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
Page 5: 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
Page 6: 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
Page 7: 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
Page 8: 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.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

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

Comparison between frame-constrained fix-pixel-value and frame …yann.lecun.com/exdb/publis/pdf/farabet-frontiersin-12.pdf · 2012-04-12 · ORIGINAL RESEARCH ARTICLE published:

Comparison between frame-constrained fix-pixel-value and frame …yann.lecun.com/exdb/publis/pdf/farabet-frontiersin-12.pdf · 2012-04-12 · ORIGINAL RESEARCH ARTICLE published:

Scaling Learning Algorithms towards AI - Yann LeCunyann.lecun.com/exdb/publis/pdf/bengio-lecun-07.pdf · 2007-08-24 · Scaling Learning Algorithms towards AI Yoshua Bengio (1) and

Scaling Learning Algorithms towards AI - Yann LeCunyann.lecun.com/exdb/publis/pdf/bengio-lecun-07.pdf · 2007-08-24 · Scaling Learning Algorithms towards AI Yoshua Bengio (1) and

yann.lecun.comyann.lecun.com/exdb/publis/pdf/becker-lecun-89.pdf · optimization methods towards improving the con- vergence of back-propagation. We then describe a computationally

yann.lecun.comyann.lecun.com/exdb/publis/pdf/becker-lecun-89.pdf · optimization methods towards improving the con- vergence of back-propagation. We then describe a computationally

Y LeCun MA Ranzato - Computational Intelligence, Learning ... Sparse Coding Pooling ... Y LeCun MA Ranzato Deep Learning and Feature Learning Today ... Y LeCun MA Ranzato SHALLOW DEEP

Y LeCun MA Ranzato - Computational Intelligence, Learning ... Sparse Coding Pooling ... Y LeCun MA Ranzato Deep Learning and Feature Learning Today ... Y LeCun MA Ranzato SHALLOW DEEP

Energy-Based Self-Supervised Learninghelper.ipam.ucla.edu › publications › mlpws4 › mlpws4_15927.pdf · 2019-11-20 · Y. LeCun Reinforcement Learning: works great for games

Energy-Based Self-Supervised Learninghelper.ipam.ucla.edu › publications › mlpws4 › mlpws4_15927.pdf · 2019-11-20 · Y. LeCun Reinforcement Learning: works great for games

Jonathan Tompson , Murphy Stein, Yann LeCun , Ken Perlin

Jonathan Tompson , Murphy Stein, Yann LeCun , Ken Perlin

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

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

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

Large-ScaleFPGA-basedConvolutionalNetworksyann.lecun.com/exdb/publis/pdf/farabet-suml-11.pdfLarge-ScaleFPGA-basedConvolutionalNetworks Cl´ement Farabet1, Yann LeCun1, Koray Kavukcuoglu1,

Large-ScaleFPGA-basedConvolutionalNetworksyann.lecun.com/exdb/publis/pdf/farabet-suml-11.pdfLarge-ScaleFPGA-basedConvolutionalNetworks Cl´ement Farabet1, Yann LeCun1, Koray Kavukcuoglu1,

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) –

A Tutorial on Energy-Based Learning - Yann LeCunyann.lecun.com/exdb/publis/orig/lecun-06.pdfA Tutorial on Energy-Based Learning Yann LeCun, Sumit Chopra, Raia Hadsell, Marc’Aurelio

A Tutorial on Energy-Based Learning - Yann LeCunyann.lecun.com/exdb/publis/orig/lecun-06.pdfA Tutorial on Energy-Based Learning Yann LeCun, Sumit Chopra, Raia Hadsell, Marc’Aurelio

Automatic Recognition of Biological Particles in ...yann.lecun.com/exdb/publis/pdf/ranzato-07a.pdf · Automatic Recognition of Biological Particles ... from a mixture-of-Gaussians

Automatic Recognition of Biological Particles in ...yann.lecun.com/exdb/publis/pdf/ranzato-07a.pdf · Automatic Recognition of Biological Particles ... from a mixture-of-Gaussians

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

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

Scanning the Technology - Yann LeCunyann.lecun.com/exdb/publis/pdf/cox-98.pdfScanning the Technology On the Applications of Multimedia Processing to Communications RICHARD V. COX,

Scanning the Technology - Yann LeCunyann.lecun.com/exdb/publis/pdf/cox-98.pdfScanning the Technology On the Applications of Multimedia Processing to Communications RICHARD V. COX,

yann.lecun.comyann.lecun.com/exdb/publis/pdf/matan-90.pdf · Handwritten Character Recognition Using Neural Network ... networks in real-world ... knowledge of the probability of

yann.lecun.comyann.lecun.com/exdb/publis/pdf/matan-90.pdf · Handwritten Character Recognition Using Neural Network ... networks in real-world ... knowledge of the probability of

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

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

Neural Networks William Cohen 10-601 [pilfered from: Ziv; Geoff Hinton; Yoshua Bengio; Yann LeCun; Hongkak…

Neural Networks William Cohen 10-601 [pilfered from: Ziv; Geoff Hinton; Yoshua Bengio; Yann LeCun; Hongkak…

yann.lecun.comyann.lecun.com/exdb/publis/pdf/lecun-89.pdf · foundation to Geoffrey Hinton. The author wishes to thank Geoff Hinton, Mike Mozer, ... generalization performance on

yann.lecun.comyann.lecun.com/exdb/publis/pdf/lecun-89.pdf · foundation to Geoffrey Hinton. The author wishes to thank Geoff Hinton, Mike Mozer, ... generalization performance on