Upload File

yann lecun’s important paperyann.lecun.com/exdb/publis/pdf/lecun-88.pdf ·  · 2004-12-20among...

  • Home
  • Documents
  • 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
8

Upload: vanquynh

Post on 24-May-2018

221 views

Category:

Documents


1 download

Report

TRANSCRIPT

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

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]

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

Bertrand LeCun Operations Research bertrandlc@google · If M1

DEEP LEARNING - REVIEW - Pennsylvania State … · Deep Learning - History, Background & Applications. ... Source : Deep learning Yann LeCun, Yoshua Bengio, Geoffrey Hinton Nature

Jonathan Tompson, Murphy Stein, Yann LeCun, Ken Perlin REAL-TIME CONTINUOUS POSE RECOVERY OF HUMAN HANDS USING CONVOLUTIONAL NETWORKS

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

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

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

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

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

Y LeCun MA Ranzato 2014-04-13 · Y LeCun MA Ranzato This Basic Model has not evolved much since the 50's The first learning machine: the Perceptron Built at Cornell in 1960 The Perceptron

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

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

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

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

Jonathan Tompson , Murphy Stein, Yann LeCun , Ken Perlin

Deep Learning - files.mnio.net · • Geoffrey E. Hinton (Google) • Yann LeCun (Facebook) • Yoshua Bengio Mario Neises · 23.05.2016 2 / 19

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

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

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

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

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

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

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

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

Gradient-Based Learning Applied to Document - Yann LeCun

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

Guide de mise en service et de maintenance · Guide d'installation et de maintenance - FLSD ZONE 1 – Exdb / Exdb eb 5699 fr - 2021.01 / d AVERTISSEMENT GENERAL Au cours du document

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

XiTkjNlm`k]gR TknWopR crq lms tHu R vwTkXiqyann.lecun.com/exdb/publis/pdf/lecun-98.pdf · 6 # # / $ ¡ ! '´/¬ ¶.#" ! # $ @ $ ¬ &%' )(+*,%.-/ c= ? % ¦ ¦ ! o

Transformation Invariance in Pattern Recognition - Yann LeCun

Face Presentation Attack With Latex Masks in Multispectral ...openaccess.thecvf.com/content_cvpr_2017_workshops/... · performance of existing presentation attack detection algo-rithms

Tutorial: Learning Deep Architectures - University of …rsalakhu/deeplearning/yoshua_icml2009.pdf · Tutorial: Learning Deep Architectures Yoshua Bengio, U. Montreal Yann LeCun,

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