NIPS Proceedings^β

Yair Weiss

21 Papers

The Return of the Gating Network: Combining Generative Models and Discriminative Training in Natural Image Priors (2015)

Learning the Local Statistics of Optical Flow (2013)

Learning about Canonical Views from Internet Image Collections (2012)

Natural Images, Gaussian Mixtures and Dead Leaves (2012)

Semi-Supervised Learning in Gigantic Image Collections (2009)

The 'tree-dependent components' of natural scenes are edge filters (2009)

Spectral Hashing (2008)

Noise and the two-thirds power Law (2005)

Spectral Bounds for Sparse PCA: Exact and Greedy Algorithms (2005)

Factorization with Uncertainty and Missing Data: Exploiting Temporal Coherence (2003)

Finding the M Most Probable Configurations using Loopy Belief Propagation (2003)

Information Bottleneck for Gaussian Variables (2003)

Pairwise Clustering and Graphical Models (2003)

Approximate Inference and Protein-Folding (2002)

Learning to Perceive Transparency from the Statistics of Natural Scenes (2002)

Maximum Likelihood and the Information Bottleneck (2002)

On Spectral Clustering: Analysis and an algorithm (2001)

Generalized Belief Propagation (2000)

Correctness of Belief Propagation in Gaussian Graphical Models of Arbitrary Topology (1999)

Phase Transitions and the Perceptual Organization of Video Sequences (1997)

Interpreting Images by Propagating Bayesian Beliefs (1996)

2 Books

Advances in Neural Information Processing Systems 18 (2005)

Advances in Neural Information Processing Systems 17 (2004)