Yair Weiss

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

"Natural Images, Gaussian Mixtures and Dead Leaves".

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Learning about Canonical Views from Internet Image Collections.

[BibT_eX]

[DOI]

Elad Mezuman

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Multidimensional Spectral Hashing.

[BibT_eX]

[DOI]

Rob Fergus

Proceedings of the Computer Vision - ECCV 2012, 2012

2011

Understanding Blind Deconvolution Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2011

From learning models of natural image patches to whole image restoration.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Efficient marginal likelihood optimization in blind deconvolution.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Belief propagation: technical perspective.

[BibT_eX]

[DOI]

Judea Pearl

Commun. ACM, 2010

SPRINT: side-chain prediction inference toolbox for multistate protein design.

[BibT_eX]

[DOI]

Bioinform., 2010

Semantic Label Sharing for Learning with Many Categories.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2010

2009

Learning to Combine Bottom-Up and Top-Down Segmentation.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2009

Informative Sensing

[BibT_eX]

[DOI]

Hyun Sung Chang

CoRR, 2009

Convergent message passing algorithms - a unifying view.

[BibT_eX]

[DOI]

Amir Globerson

Proceedings of the UAI 2009, 2009

The 'tree-dependent components' of natural scenes are edge filters.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Semi-Supervised Learning in Gigantic Image Collections.

[BibT_eX]

[DOI]

Rob Fergus

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Informative sensing of natural images.

[BibT_eX]

[DOI]

Hyun Sung Chang

Proceedings of the International Conference on Image Processing, 2009

Scale invariance and noise in natural images.

[BibT_eX]

[DOI]

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Understanding and evaluating blind deconvolution algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Discrete-Input Two-Dimensional Gaussian Channels With Memory: Estimation and Information Rates Via Graphical Models and Statistical Mechanics.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2008

A Closed-Form Solution to Natural Image Matting.

[BibT_eX]

[DOI]

Dani Lischinski

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Minimizing and Learning Energy Functions for Side-Chain Prediction.

[BibT_eX]

[DOI]

Ora Schueler-Furman

J. Comput. Biol., 2008

Tightening LP Relaxations for MAP using Message Passing.

[BibT_eX]

[DOI]

Proceedings of the UAI 2008, 2008

Latent Topic Models for Hypertext.

[BibT_eX]

[DOI]

Michal Rosen-Zvi

Proceedings of the UAI 2008, 2008

Spectral Hashing.

[BibT_eX]

[DOI]

Robert Fergus

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Small codes and large image databases for recognition.

[BibT_eX]

[DOI]

Robert Fergus

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Human-assisted motion annotation.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

User Assisted Separation of Reflections from a Single Image Using a Sparsity Prior.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Hidden Topic Markov Models.

[BibT_eX]

[DOI]

Michal Rosen-Zvi

Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

Incorporating non-motion cues into 3D motion segmentation.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2007

MAP Estimation, Linear Programming and Belief Propagation with Convex Free Energies.

[BibT_eX]

[DOI]

Proceedings of the UAI 2007, 2007

Fast Pixel/Part Selection with Sparse Eigenvectors.

[BibT_eX]

[DOI]

Bernard Moghaddam

Shai Avidan

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

What makes a good model of natural images?

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Seamless image stitching by minimizing false edges.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2006

Linear Programming Relaxations and Belief Propagation - An Empirical Study.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2006

Generalized spectral bounds for sparse LDA.

[BibT_eX]

[DOI]

Baback Moghaddam

Shai Avidan

Proceedings of the Machine Learning, 2006

2005

Constructing free-energy approximations and generalized belief propagation algorithms.

[BibT_eX]

[DOI]

Jonathan S. Yedidia

IEEE Trans. Inf. Theory, 2005

Information Bottleneck for Gaussian Variables.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2005

Incorporating Constraints and Prior Knowledge into Factorization Algorithms - An Application to 3D Recovery.

[BibT_eX]

[DOI]

Proceedings of the Subspace, 2005

Spectral Bounds for Sparse PCA: Exact and Greedy Algorithms.

[BibT_eX]

[DOI]

Baback Moghaddam

Shai Avidan

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Noise and the two-thirds power Law.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Globally Optimal Solutions for Energy Minimization in Stereo Vision Using Reweighted Belief Propagation.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

2004

Colorization using optimization.

[BibT_eX]

[DOI]

Dani Lischinski

ACM Trans. Graph., 2004

Generalized belief propagation receiver for near-optimal detection of two-dimensional channels with memory.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE Information Theory Workshop, 2004

Seamless Image Stitching in the Gradient Domain.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2004

Separating Reflections from a Single Image Using Local Features.

[BibT_eX]

[DOI]

Assaf Zomet

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Learning Object Detection from a Small Number of Examples: The Importance of Good Features.

[BibT_eX]

[DOI]

Kobi Levi

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Learning From a Small Number of Training Examples by Exploiting Object Categories.

[BibT_eX]

[DOI]

Kobi Levi

Michael Fink

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Multibody Factorization with Uncertainty and Missing Data Using the EM Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003

Finding the M Most Probable Configurations in Arbitrary Graphical Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Pairwise Clustering and Graphical Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Factorization with Uncertainty and Missing Data: Exploiting Temporal Coherence.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Learning and Inferring Image Segmentations using the GBP Typical Cut Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Learning How to Inpaint from Global Image Statistics.

[BibT_eX]

[DOI]

Assaf Zomet

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

2002

Approximate Inference and Protein-Folding.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Maximum Likelihood and the Information Bottleneck.

[BibT_eX]

[DOI]

Noam Slonim

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Learning to Perceive Transparency from the Statistics of Natural Scenes.

[BibT_eX]

[DOI]

Assaf Zomet

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

2001

On the optimality of solutions of the max-product belief-propagation algorithm in arbitrary graphs.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2001

Correctness of Belief Propagation in Gaussian Graphical Models of Arbitrary Topology.

[BibT_eX]

[DOI]

Neural Comput., 2001

The Factored Frontier Algorithm for Approximate Inference in DBNs.

[BibT_eX]

[DOI]

Kevin P. Murphy

Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001

On Spectral Clustering: Analysis and an algorithm.

[BibT_eX]

[DOI]

Andrew Y. Ng

Michael I. Jordan

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

Deriving Intrinsic Images from Image Sequences.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

2000

Correctness of Local Probability Propagation in Graphical Models with Loops.

[BibT_eX]

[DOI]

Neural Comput., 2000

Generalized Belief Propagation.

[BibT_eX]

[DOI]

Jonathan S. Yedidia

Proceedings of the Advances in Neural Information Processing Systems 13, 2000

1999

Loopy Belief Propagation for Approximate Inference: An Empirical Study.

[BibT_eX]

[DOI]

Kevin P. Murphy

Michael I. Jordan

Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999

Segmentation using Eigenvectors: A Unifying View.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer Vision, 1999

1997

Phase Transitions and the Perceptual Organization of Video Sequences.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 10, 1997

Smoothness in Layers: Motion segmentation using nonparametric mixture estimation.

[BibT_eX]

[DOI]

Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996

Interpreting Images by Propagating Bayesian Beliefs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 9, 1996

A Unified Mixture Framework for Motion Segmentation: Incorporating Spatial Coherence and Estimating the Number of Models.

[BibT_eX]

[DOI]

Edward H. Adelson

Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

1993

Models of Perceptual Learning in Vernier Hyperacuity.

[BibT_eX]

[DOI]