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zeppe learning [15 articles]

Recent papers added to zeppe library classified by the tag learning. You can also see everyone's learning.
  • Piecewise Training of Undirected Models
    (2005)
    by Charles Sutton, Andrew Mccallum
    posted to crf learning by zeppe on 2008-02-17 20:05:10 as ****
  • notes On Contrastive Divergence Learning
    (2005), pp. 33-40.
    by Miguel, Geoffrey Hinton
    edited by Robert G Cowell, Zoubin Ghahramani
    posted to learning by zeppe on 2008-02-14 09:59:11 as **
  • From fields to trees
    (2004), pp. 243-250.
    by Firas Hamze, Nando de Freitas
    posted to learning sampling by zeppe on 2008-02-11 11:55:10 as *** along with 1 person markusd
  • Training Products of Experts by Minimizing Contrastive Divergence
    Neural Comp., Vol. 14, No. 8. (1 August 2002), pp. 1771-1800.
    by Geoffrey E Hinton
  • Learning to Model Spatial Dependency: Semi-Supervised Discriminative Random Fields
    Advances in Neural Information Processing Systems 19 (2007), pp. 793-800.
    by Chi-Hoon Lee, Shaojun Wang, Feng Jiao, Dale Schuurmans, Russell Greiner
    edited by B Schölkopf, J Platt, T Hoffman
    posted to conditional_random_fields learning semi_supervised by zeppe on 2007-09-26 12:22:05 as **
  • Efficient Computation of Entropy Gradient for Semi-Supervised Conditional Random Fields
    HLT-NAACL (2007)
    by Gideon S Mann, Andrew Mccallum
    posted to conditional_random_fields learning semi_supervised by zeppe on 2007-09-26 12:13:24 as **
  • Semi-supervised conditional random fields for improved sequence segmentation and labeling
    (2006), pp. 209-216.
    by Feng Jiao, Shaojun Wang, Chi-Hoon Lee, Russell Greiner, Dale Schuurmans
    posted to conditional_random_fields learning semi_supervised by zeppe on 2007-09-26 12:09:36 as **
  • Semi-supervised learning literature survey
    Technical Report 1530, Department of Computer Sciences, University of Wisconsin, Madison (2005)
    by Xiaojin Zhu
    posted to learning semi_supervised by zeppe on 2007-09-26 12:06:06 as **
  • Hidden Conditional Random Fields
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 29, No. 10. (2007), pp. 1848-1852.
    by Ariadna Quattoni, Sybor Wang, Louis-Philippe Morency, Morency Collins, Trevor Darrell
  • An Introduction to Conditional Random Fields for Relational Learning
    (2006)
    by Charles Sutton, Andrew Mccallum
    edited by Lise Getoor, Ben Taskar
  • A Bayesian Approach to Unsupervised One-Shot Learning of Object Categories
    (2003)
    by Li Fei-Fei, Rob Fergus, Pietro Perona
    posted to image_classification learning by zeppe on 2007-06-20 17:36:19 as ** along with 1 person gyuli
  • One-Shot Learning of Object Categories
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 28, No. 4. (2006), pp. 594-611.
    by Li Fei-Fei, R Fergus, P Perona
    posted to image_classification learning by zeppe on 2007-06-20 17:28:17 as ** along with 2 people dcoates drmabuse
  • Object class recognition by unsupervised scale-invariant learning
    Computer Vision and Pattern Recognition, 2003. Proceedings. 2003 IEEE Computer Society Conference on, Vol. 2 (2003), pp. II-264-II-271 vol.2.
  • Discovering objects and their location in images
    Computer Vision, 2005. ICCV 2005. Tenth IEEE International Conference on, Vol. 1 (2005), pp. 370-377.
    by J Sivic, BC Russell, AA Efros, A Zisserman, WT Freeman
  • Products of experts
    (1999)
    by G Hinton
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