A Unified Energy-Based Framework for Unsupervised Learning
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Marc'Aurelio Ranzato | Y-Lan Boureau | Yann LeCun | Sumit Chopra | S. Chopra | Yann LeCun | Marc'Aurelio Ranzato | Y-Lan Boureau | M. Ranzato
[1] David J. Field,et al. Sparse coding with an overcomplete basis set: A strategy employed by V1? , 1997, Vision Research.
[2] H. Sebastian Seung,et al. Learning the parts of objects by non-negative matrix factorization , 1999, Nature.
[3] Geoffrey E. Hinton. Training Products of Experts by Minimizing Contrastive Divergence , 2002, Neural Computation.
[4] Martin J. Wainwright,et al. Image denoising using scale mixtures of Gaussians in the wavelet domain , 2003, IEEE Trans. Image Process..
[5] Yee Whye Teh,et al. Energy-Based Models for Sparse Overcomplete Representations , 2003, J. Mach. Learn. Res..
[6] Michael J. Black,et al. Fields of Experts: a framework for learning image priors , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[7] Michael S. Lewicki,et al. A Theoretical Analysis of Robust Coding over Noisy Overcomplete Channels , 2005, NIPS.
[8] Michael Elad,et al. Image Denoising Via Learned Dictionaries and Sparse representation , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).
[9] Geoffrey E. Hinton,et al. Reducing the Dimensionality of Data with Neural Networks , 2006, Science.
[10] Fu Jie Huang,et al. A Tutorial on Energy-Based Learning , 2006 .
[11] Marc'Aurelio Ranzato,et al. E cient Learning of Sparse Overcomplete Representations with an Energy-Based Model , 2006, NIPS 2006.