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

Download PDF Report

Upload
phamdung
View
220
Download
1

Embed Size (px)

Citation preview

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

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

Documents

"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

Technology

Gradient-Based Learning Applied to Document - Yann LeCun

Gradient-Based Learning Applied to Document - Yann LeCun

Documents

CAUSAL GRAPH-BASED VIDEO SEGMENTATION - Yann LeCunyann.lecun.com/exdb/publis/pdf/couprie-icip-13.pdf · deﬁne markers. The markers are then used to produce the ﬁnal segmentation

CAUSAL GRAPH-BASED VIDEO SEGMENTATION - Yann LeCunyann.lecun.com/exdb/publis/pdf/couprie-icip-13.pdf · deﬁne markers. The markers are then used to produce the ﬁnal segmentation

Documents

Machine Learning: Decision Trees Homework 4 assigned courtesy: Geoffrey Hinton, Yann LeCun, Tan, Steinbach, Kumar

Machine Learning: Decision Trees Homework 4 assigned courtesy: Geoffrey Hinton, Yann LeCun, Tan, Steinbach, Kumar

Documents

Optimization & Deep Learning 2017. 4. 19. · Z. Y LeCun Dynamic Factor Graphs Target Prop for Recurrent Nets Deep Learning for Time-Series Prediction – [Mirowski & LeCun ECML 09]

Optimization & Deep Learning 2017. 4. 19. · Z. Y LeCun Dynamic Factor Graphs Target Prop for Recurrent Nets Deep Learning for Time-Series Prediction – [Mirowski & LeCun ECML 09]

Documents

Transformation Invariance in Pattern Recognition - Yann LeCun

Transformation Invariance in Pattern Recognition - Yann LeCun

Documents

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,

Documents

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

Documents

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

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

Documents

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

Documents

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

Documents

Yann LeCun's Home Pageyann.lecun.com/exdb/publis/pdf/lecun-89c.pdfnition: Applications of neural net chips and automatic learning. IEEE Communacatæon, pages 41—46, November 1989

Yann LeCun's Home Pageyann.lecun.com/exdb/publis/pdf/lecun-89c.pdfnition: Applications of neural net chips and automatic learning. IEEE Communacatæon, pages 41—46, November 1989

Documents

Pierre Sermanet¹·² Raia Hadsell¹ Jan Ben² Ayse Naz Erkan¹ Beat Flepp² Urs Muller² Yann LeCun¹

Pierre Sermanet¹·² Raia Hadsell¹ Jan Ben² Ayse Naz Erkan¹ Beat Flepp² Urs Muller² Yann LeCun¹

Documents

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…

Documents

Hierarchical Models Of Perception and Reasoning - …matt.colorado.edu/compcogworkshop/talks/lecun.pdf · · 2013-05-21Hierarchical Models Of Perception and Reasoning Yann LeCun

Hierarchical Models Of Perception and Reasoning - …matt.colorado.edu/compcogworkshop/talks/lecun.pdf · · 2013-05-21Hierarchical Models Of Perception and Reasoning Yann LeCun

Documents

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

Documents

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,

Documents

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) –

Documents

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

Documents

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

Documents

Future ChallengesFuture Challengesyann/talks/lecun-20090720-vlpr-04.pdf · Intelligence requires making sense complex sensor input (including proprioception). Intelligence is modeling,

Future ChallengesFuture Challengesyann/talks/lecun-20090720-vlpr-04.pdf · Intelligence requires making sense complex sensor input (including proprioception). Intelligence is modeling,

Documents

arXiv:submit/2340273 [cs.CV] 24 Jul 2018cocosci.princeton.edu/papers/deep-sim-arxiv.pdf · understanding (LeCun, Bengio, & Hinton, 2015), among other breakthroughs in natural language

arXiv:submit/2340273 [cs.CV] 24 Jul 2018cocosci.princeton.edu/papers/deep-sim-arxiv.pdf · understanding (LeCun, Bengio, & Hinton, 2015), among other breakthroughs in natural language

Documents

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

Documents

Lecun 20060816-ciar-02-deep learning for generic object recognition

Lecun 20060816-ciar-02-deep learning for generic object recognition

Technology

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

Documents

Learning Image FeaturesLearning Image Featuresyann/talks/lecun-20100710-pcmi-00...Yann LeCun Vision occupies a big chunk of our brainsVision occupies a big chunk of our brains 1/3

Learning Image FeaturesLearning Image Featuresyann/talks/lecun-20100710-pcmi-00...Yann LeCun Vision occupies a big chunk of our brainsVision occupies a big chunk of our brains 1/3

Documents

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

Documents

Bertrand LeCun Operations Research bertrandlc@google · If M1

Bertrand LeCun Operations Research bertrandlc@google · If M1

Documents

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:

Documents