PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Talya Meltzer

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Number of EPrints submitted by this user: 13

MAP Estimation, Linear Programming and Belief Propagation with Convex Free Energies
Yair Weiss, Chen Yanover and Talya Meltzer
Proceedings of Uncertainty in Artificial Intelligence (UAI) 2007.

Tightening LP Relaxations for MAP using message passing
David Sontag, Talya Meltzer, Amir Globerson, Tommi Jaakkola and Yair Weiss
Proceedings of Uncertainty in Artificial Intelligence (UAI) 2008.

Linear Programming Relaxations and Belief Propagation - an Empirical Study
Chen Yanover, Talya Meltzer and Yair Weiss
Journal of Machine Learning Research (JMLR) Volume 7, pp. 1887-1907, 2006.

The "Tree-Dependent Components" of Natural Images are Edge Filters
Daniel Zoran and Yair Weiss
Advances in Neural Information Processing Systems (NIPS) 2009.

Semi-Supervised Learning in Gigantic Image Collections
Rob Fergus, Yair Weiss and Antonio Torralba
Advances in Neural Information Processing Systems (NIPS) 2009.

Scale Invariance and Noise in Natural Images
Daniel Zoran and Yair Weiss
International Conference on Computer Vision (ICCV) 2009.

Understanding and Evaluating Blind Deconvolution Algorithms
Anat Levin, Yair Weiss, Fredo Durand and William T. Freeman
Conference on Computer Vision and Pattern Recognition (CVPR) 2009.

Belief Propagation
Yair Weiss and Judea Pearl
Communications of the ACM Volume 53, Number 10, 2010.

Semantic Label Sharing for Learning with Many Categories
Robert Fergus, Hector Bernal, Yair Weiss and Antonio Torralba
Proc. of the IEEE European Conference on Computer Vision 2010.

Globally Optimizing Graph Partitioning Problems Using Message Passing
Elad Mezuman and Yair Weiss
Fifteenth International Conference on Artificial Intelligence and Statistics 2012.

From Learning Models of Natural Image Patches to Whole Image Restoration
Daniel Zoran and Yair Weiss
In: ICCV 2011, 6-13 Nov 2011, Barcelona, Spain.

Natural Images, Gaussian Mixtures and Dead Leaves.
Daniel Zoran and Yair Weiss
In: NIPS 2012, 3-8 Dec 2012, Lake Tahoe, Nevada.

Learning about Canonical Views from Internet Image Collections
Elad Mezuman and Yair Weiss
Advances in Neural Information Processing Systems (NIPS) 2012.